Literatures

Macrovesicular Hepatic Steatosis in Living Liver Donors: Use of CT for Quantitative and Qualitative Assessment1

Hepatic metastases: the value of quantitative assessment of contrast enhancement on computed tomography

 A critical analysis of three quantitative methods of assessment of hepatic steatosis in liver biopsies

Quantitative and qualitative liver CT: imaging feature association with histopathologically confirmed hepatic cirrhosis

Hepatic fibrosis: evaluation with semiquantitative contrast-enhanced CT

Validation of intimate correlation between visceral fat and hepatic steatosis: quantitative measurement techniques using CT for area of fat and MR for hepatic steatosis 

Machine learning model development for quantitative analysis of CT heterogeneity in canine hepatic masses may predict histologic malignancy

Heterogeneity of hepatic parenchymal enhancement on computed tomography during arterial portography: quantitative analysis of correlation with severity of hepatic fibrosis 

CT hepatic perfusion measurement: comparison of three analytic methods

Quantitative imaging: quantification of liver shape on CT using the statistical shape model to evaluate hepatic fibrosis

Noninvasive in vivo quantitative assessment of fat content in human liver

Evaluation of quantitative portal venous, hepatic arterial, and total hepatic tissue blood flow using xenon CT in alcoholic liver cirrhosis—Comparison with liver cirrhosis related to hepatitis C virus and nonalcoholic steatohepatitis 

Quantitative characterization of hepatocellular carcinoma and metastatic liver tumor by CT perfusion

Evaluation of quantitative portal venous, hepatic arterial, and total hepatic tissue blood flow using xenon CT in alcoholic liver cirrhosis: comparison with liver cirrhosis C 

Quantitative hepatic CT perfusion measurement: comparison of Couinaud's hepatic segments with dual-source 128-slice CT

Imaging-based quantification of hepatic fat: methods and clinical applications

Hepatic and pancreatic involvement in hereditary hemorrhagic telangiectasia: quantitative and qualitative evaluation with 64-section CT in asymptomatic adult patients 

Early changes in liver perfusion caused by occult metastases in rats: detection with quantitative CT

Hepatic volume estimation using quantitative computed tomography in dogs with portosystemic shunts

Quantitative radiology: automated CT liver volumetry compared with interactive volumetry and manual volumetry

Effectiveness of quantitative MAA SPECT/CT for the definition of vascularized hepatic volume and dosimetric approach: phantom validation and clinical preliminary results in patients with complex hepatic vascularization treated with yttrium-90-labeled microspheres 

Hepatic tumors: region-of-interest versus volumetric analysis for quantification of attenuation at CT

Quantification of liver fat content with CT and MRI: state of the art

Quantitative assessment of global hepatic glycolysis in patients with cirrhosis and normal controls using 18F-FDG-PET/CT: a pilot study

Quantitative analysis of hepatic macro‐and microvascular alterations during cirrhogenesis in the rat

Contrast-enhanced CT quantification of the hepatic fractional extracellular space: correlation with diffuse liver disease severity

Quantitative assessment of hepatic function and its relevance to the liver surgeon

Quantitative measurement of hepatic portal perfusion by multidetector row CT with compensation for respiratory misregistration

Quantitative CT assessment by histogram and volume ratio in pyrrolizidines alkaloids-induced hepatic sinusoidal obstruction syndrome

CT evaluation of the response of gastrointestinal stromal tumors after imatinib mesylate treatment: a quantitative analysis correlated with FDG PET findings

Liver perfusion CT during hepatic arteriography for the hepatocellular carcinoma: dose reduction and quantitative evaluation for normal-and ultralow-dose protocol 

Comparison of CT methods for determining the fat content of the liver

Methodologic considerations for quantitative 18F-FDG PET/CT studies of hepatic glucose metabolism in healthy subjects

Diagnostic accuracy of CT for the detection of hepatic steatosis: A systematic review and Meta-Analysis

Spectral CT imaging in the differential diagnosis of necrotic hepatocellular carcinoma and hepatic abscess

Automated quantitative assessment of pediatric blunt hepatic trauma by deep learning-based CT volumetry

Quantitative diagnosis of fatty liver with dual-energy CT: an experimental study in rabbits

Comparison of CT and magnetic resonance mDIXON-Quant sequence in the diagnosis of mild hepatic steatosis

Quantification of hepatic steatosis with dual-energy computed tomography: comparison with tissue reference standards and quantitative magnetic resonance imaging in the ob/ob mouse 

Diffuse liver disease: strategies for hepatic CT and MR imaging

Macrovesicular hepatic steatosis in living related liver donors: correlation between CT and histologic findings

CT texture analysis of the liver for assessing hepatic fibrosis in patients with hepatitis C virus

Quantitative assessment of pancreatic fat by using unenhanced CT: pathologic correlation and clinical implications

Can dual-energy computed tomography quantitative analysis and radiomics differentiate normal liver from hepatic steatosis and cirrhosis?

Assessment of the severity of liver disease and fibrotic change: the usefulness of hepatic CT perfusion imaging

 Quantitative imaging features and postoperative hepatic insufficiency: a multi-institutional expanded cohort

Evaluation of quantitative parameters of dynamic contrast-enhanced magnetic resonance imaging in qualitative diagnosis of hepatic masses

Hepatic iron overload: quantitative MR imaging.

Quantitative sonographic image analysis for hepatic nodules: a pilot study

Hepatic fat quantification in dual-layer computed tomography using a three-material decomposition algorithm

Assessment of hepatic steatosis: comparison of quantitative and semiquantitative methods in 108 liver biopsies

Accuracy of liver fat quantification with advanced CT, MRI, and ultrasound techniques: prospective comparison with MR spectroscopy

Evaluating the role of quantitative computed tomography perfusion parameters in differentiating hepatocellular carcinoma from other hepatic neoplasms

Assessment of hepatic steatosis in nonalcoholic fatty liver disease by using quantitative US

Quantitative evaluation of diffusion-weighted magnetic resonance imaging of focal hepatic lesions

Preoperative radiographic assessment of hepatic steatosis with histologic correlation

Assessment of hepatic functional reserve by cirrhosis grading and liver volume measurement using CT

 AE hepatic lesions: correlation between calcifications at CT and FDG-PET/CT metabolic activity

A quantitative method for estimating hepatic blood flow using a dual-input single-compartment model

Aortic and hepatic enhancement and tumor-to-liver contrast: analysis of the effect of different concentrations of contrast material at multi–detector row helical CT

Differentiation of small hepatic hemangioma from small hepatocellular carcinoma: recently introduced spectral CT method

Detection of hepatic steatosis on contrast-enhanced CT images: diagnostic accuracy of identification of areas of presumed focal fatty sparing

Utility of quantitative 99mTc‐MAA SPECT/CT for 90yttrium‐Labelled microsphere treatment planning: calculating vascularized hepatic volume and dosimetric approach 

Equilibrium CT texture analysis for the evaluation of hepatic fibrosis: preliminary evaluation against histopathology and extracellular volume fraction

Texture analysis of the liver at MDCT for assessing hepatic fibrosis

23.4% Saline decreases brain tissue volume in severe hepatic encephalopathy as assessed by a quantitative CT marker

Non-invasive assessment of hepatic steatosis: prospective comparison of the accuracy of imaging examinations

Hepatic CT perfusion measurements: a feasibility study for radiation dose reduction using new image reconstruction method

Quantitative assessment of multi-phase contrast-enhanced CT features in hepatic epithelioid hemangioendothelioma

Respiratory‐gated PET/CT versus delayed images for the quantitative evaluation of lower pulmonary and hepatic lesions

Automated measurement of liver attenuation to identify moderate-to-severe hepatic steatosis from chest CT scans

A comprehensive machine learning benchmark study for radiomics-based survival analysis of CT imaging data in patients with hepatic metastases of CRC

Quantitative analysis of respiration-related movement for abdominal artery in multiphase hepatic CT

Microcomputed tomography with diffraction-enhanced imaging for morphologic characterization and quantitative evaluation of microvessel of hepatic fibrosis in rats

Equilibrium contrast-enhanced CT imaging to evaluate hepatic fibrosis: initial validation by comparison with histopathologic sampling

Using texture analyses of contrast enhanced CT to assess hepatic fibrosis

Hepatic Fat Fraction: MR Imaging for Quantitative Measurement and Display—Early Experience1

Hepatocellular carcinoma and focal nodular hyperplasia of the liver: differentiation with CT spectral imaging

Quantification of hepatic and visceral fat by CT and MR imaging: relevance to the obesity epidemic, metabolic syndrome and NAFLD

Multidetector CT of the liver and hepatic neoplasms: effect of multiphasic imaging on tumor conspicuity and vascular enhancement

In Vivo Diagnostic Imaging Using Micro-CT: Sequential and Comparative Evaluation of Rodent Models for Hepatic/Brain Ischemia and Stroke

Quantitative ultrasound approaches for diagnosis and monitoring hepatic steatosis in nonalcoholic fatty liver disease

Quantitative perfusion map of malignant liver tumors, created from dynamic computed tomography data1

The combination of Child–Pugh score and quantitative CT-based spleen volume could predict the risk of hepatic encephalopathy after transjugular intrahepatic portosystemic shunt creation 

The diagnostic accuracy of US, CT, MRI and 1H-MRS for the evaluation of hepatic steatosis compared with liver biopsy: a meta-analysis

Assessment of hepatic steatosis in patients undergoing liver resection: comparison of US, CT, T1-weighted dual-echo MR imaging, and point-resolved 1H MR spectroscopy 

Perfusion changes of hepatic parenchyma due to infectious hepatobiliary disease: demonstration by perfusion CT

Colorectal Cancer: Texture Analysis of Portal Phase Hepatic CT Images as a Potential Marker of Survival1

Colorectal hepatic metastases: quantitative measurements using single-shot echo-planar diffusion-weighted MR imaging

CT and MR imaging of benign hepatic and biliary tumors

Congenital hepatic fibrosis: CT findings in 18 adults

Differential diagnosis of hepatic cancerous nodules and cirrhosis nodules by spectral CT imaging: a feasibility study

Quantitative margin assessment of radiofrequency ablation of a solitary colorectal hepatic metastasis using MIRADA RTx on CT scans: a feasibility study

Spectral CT in patients with small HCC: investigation of image quality and diagnostic accuracy

Quantitative estimation of the degree of hepatic macrovesicular steatosis in a disease‐free population: a single‐center experience in mainland China

Hepatic venous congestion in living donor liver transplantation: preoperative quantitative prediction and follow‐up using computed tomography

Hepatic perfusion changes in an experimental model of acute pancreatitis: evaluation by perfusion CT

Hepatic entropy and uniformity: additional parameters that can potentially increase the effectiveness of contrast enhancement during abdominal CT

Differentiation of hepatocellular carcinoma from hepatic hemangioma and focal nodular hyperplasia using computed tomographic spectral imaging

Hepatic parenchymal heterogeneity on contrast-enhanced CT scans following oxaliplatin-based chemotherapy: natural history and association with clinical evidence of sinusoidal obstruction syndrome 

Quantification of Liver Fat Content With Unenhanced MDCT: Phantom and Clinical Correlation With MRI Proton Density Fat Fraction 

Computed tomography scans in the evaluation of fatty liver disease in a population based study: the multi-ethnic study of atherosclerosis

Unenhanced computed tomography for non-invasive diagnosis of hepatic steatosis with low tube potential protocol

Hypertension is prevalent in non-alcoholic fatty liver disease and increases all-cause and cardiovascular mortality

A prognostic model of acute-on-chronic liver failure based on sarcopenia

Comparison of CT methods for determining the fat content of the liver

Non-invasive diagnostic of NAFLD in type 2 diabetes mellitus and risk stratification: strengths and limitations

Hepatic steatosis in diabetic patients does not predict adverse liver‐related or cardiovascular outcomes

Mortality and liver-related events in lean versus non-lean nonalcoholic fatty liver disease: a systematic review and meta-analysis

Quantification of liver fat content with CT and MRI: state of the art

Liver fat imaging—a clinical overview of ultrasound, CT, and MR imaging

Unenhanced computed tomography for non-invasive diagnosis of hepatic steatosis with low tube potential protocol

Hepatic steatosis (fatty liver disease) in asymptomatic adults identified by unenhanced low-dose CT

Automated measurement of liver attenuation to identify moderate-to-severe hepatic steatosis from chest CT scans

Assessment of liver fat: dual-energy CT versus conventional CT with and without contrast

Dual-energy computed tomography of the liver: uses in clinical practices and applications

Liver steatosis categorization on contrast-enhanced CT using a fully automated deep learnin volumetric segmentation tool: evaluation in 1204 healthy adults using unenhanced CT as a reference standard  

Dual-source abdominopelvic computed tomography: Comparison of image quality and radiation dose of 80 kVp and 80/150 kVp with tin filter

Effect of statin use on liver enzymes and lipid profile in patients with non-alcoholic fatty liver disease (NAFLD)

Surgically-induced weight loss significantly improves nonalcoholic fatty liver disease and the metabolic syndrome

Treatment of NAFLD with diet, physical activity and exercise

Current and future pharmacological therapies for NAFLD/NASH

Deep-learning segmentation to select liver parenchyma for categorizing hepatic steatosis on multinational chest CT

Association between nonalcoholic fatty liver disease at CT and coronary microvascular dysfunction at myocardial perfusion PET/CT

Impact of nonalcoholic fatty liver disease on myocardial perfusion in nondiabetic patients undergoing primary percutaneous coronary intervention for ST-segment elevation myocardial infarction  

Hepatic steatosis evidenced by computed tomography in patients undergoing primary percutaneous coronary intervention for acute myocardial infarction

Relation between family history of premature coronary artery disease and the risk of death in patients with coronary artery disease

Three-dimensional spatially resolved geometrical and functional models of human liver tissue reveal new aspects of NAFLD progression

Sudden cardiac death associated with fatty liver disease

Fatty liver disease is not associated with increased mortality in the elderly: A prospective cohort study

All-cause and cause-specific mortality in patients with chronic hepatitis B and concurrent steatotic liver disease

Hepatic steatosis estimated by VCTE-derived CAP score was associated with lower risks of liver-related events and all-cause mortality in patients with chronic liver diseases 

Texture analysis of the liver at MDCT for assessing hepatic fibrosis

Feasibility of computed tomography texture analysis of hepatic fibrosis using dual-energy spectral detector computed tomography

Deep-learning-based hepatic fat assessment (DeHFT) on non-contrast chest CT and its association with disease severity in COVID-19 infections: a multi-site retrospective study 

Automated CT biomarkers for opportunities prediction of future cardiovascular events and mortality in asymptomatic screening population: a retrospective cohort study 

Comparison of CT methods for determining the fat content of the liver

Quantification of liver surface nodularity at CT: utility for detection of portal hypertension

Hepatic steatosis (fatty liver disease) in asymptomatic adults identified by unenhanced low-dose CT

Imaging-based quantification of hepatic fat: methods and clinical applications

Noninvasive assessment of hepatic steatosis

Colorectal Cancer: Texture Analysis of Portal Phase Hepatic CT Images as a Potential Marker of Survival

CT volume measurement for prognostic evaluation of unresectable hepatocellular carcinoma after TACE

Detection of hepatic steatosis on contrast-enhanced CT images: diagnostic accuracy of identification of areas of presumed focal fatty sparing

Quantification of hepatic steatosis: a comparison of computed tomography and magnetic resonance indices in candidates for living liver donation

Association of nonalcoholic fatty liver disease with subclinical myocardial remodeling and dysfunction: a population‐based study

Liver surface nodularity quantification from routine CT images as a biomarker for detection and evaluation of cirrhosis

Computed tomography measurement of hepatic steatosis: prevalence of hepatic steatosis in a Canadian population

Dual-energy CT for patients suspected of having liver iron overload: can virtual iron content imaging accurately quantify liver iron content?

Automated analysis of liver fat, muscle and adipose tissue distribution from CT suitable for large-scale studies

Liver surface nodularity score allows prediction of cirrhosis decompensation and death

Quantification of ascites based on abdomino-pelvic computed tomography scans for predicting the in-hospital mortality of liver cirrhosis

CT attenuation of liver metastases before targeted therapy is a prognostic factor of overall survival in colorectal cancer patients, results from the randomized, open-label FIRE-3/AIO KRK0306 trial 

Quantification of liver surface nodularity at CT: utility for detection of portal hypertension

Automated liver fat quantification at nonenhanced abdominal CT for population-based steatosis assessment

CT texture analysis of the liver for assessing hepatic fibrosis in patients with hepatitis C virus

Quantification of liver extracellular volume using dual-energy CT: utility for prediction of liver-related events in cirrhosis

Association between advanced fibrosis in fatty liver disease and overall mortality based on body fat distribution

Automated measurement of liver attenuation to identify moderate-to-severe hepatic steatosis from chest CT scans

The amount of liver fat predicts mortality and development of type 2 diabetes in non‐alcoholic fatty liver disease

Body size and tube voltage dependent corrections for Hounsfield Unit in medical X-ray computed tomography: theory and experiments

Sarcopenia in nonalcoholic fatty liver disease and all‐cause and cause‐specific mortality in the United States

Metabolic syndrome, fatty liver, and artificial intelligence-based epicardial adipose tissue measures predict long-term risk of cardiac events: a prospective study

The relevance of CT-based geometric and radiomics analysis of whole liver tumor burden to predict survival of patients with metastatic colorectal cancer

Association of non-alcoholic fatty liver disease and all-cause mortality in hospitalized cardiovascular disease patients: A systematic review and meta-analysis

Computed tomography-derived liver surface nodularity and sarcopenia as prognostic factors in patients with resectable metabolic syndrome-related hepatocellular carcinoma 

Sarcopenia modifies the associations of nonalcoholic fatty liver disease with all-cause and cardiovascular mortality among older adults

Frequency of hepatic steatosis and its association with the pneumonia severity score on chest computed tomography in adult COVID-19 patients

Two-stage Cox-nnet: biologically interpretable neural-network model for prognosis prediction and its application in liver cancer survival using histopathology and transcriptomic data 

Associations of liver volume and other markers of hepatic steatosis with all‐cause mortality in the general population

Classification of multiple diseases on body CT scans using weakly supervised deep learning

Quantification of liver fat content with CT and MRI: state of the art

Biopsy-proven nonsteatotic liver in adults: estimation of reference range for difference in attenuation between the liver and the spleen at nonenhanced CT

Difference between liver and spleen CT numbers in the normal adult: its usefulness in predicting the presence of diffuse liver disease.

Diagnosis of fatty infiltration of the liver on contrast enhanced CT: limitations of liver-minus-spleen attenuation difference measurements

The impact of hepatic and splenic volumetric assessment in imaging for chronic liver disease: a narrative review

Non-alcoholic fatty liver disease: A patient guideline

Longitudinal changes in liver fat content in asymptomatic adults: hepatic attenuation on unenhanced CT as an imaging biomarker for steatosis

Passive hepatic congestion in heart failure: CT abnormalities

Dual-energy CT of the liver: True noncontrast vs. virtual noncontrast images derived from multiple phases for the diagnosis of fatty liver

Automated liver fat quantification at nonenhanced abdominal CT for population-based steatosis assessment

Analysis of computed tomography density of liver before and after amiodarone administration

Ablative margin quantification using deformable versus rigid image registration in colorectal liver metastasis thermal ablation: a retrospective single-center study

Clinical utility of liver fat quantification for determining cardiovascular disease risk among patients with type 2 diabetes

Noninvasive tests used in risk stratification of patients with nonalcoholic fatty liver disease

Noninvasive Quantitative CT for Diffuse Liver Diseases: Steatosis, Iron Overload, and Fibrosis

Post-contrast CT liver Attenuation alone is superior to the liver–spleen difference for identifying moderate hepatic steatosis

Utilizing fully-automated 3D organ segmentation for hepatic steatosis assessment with CT attenuation-based parameters

Clinical correlates of CT imaging-derived phenotypes among lean and overweight patients with hepatic steatosis

CT texture analysis in nonalcoholic fatty liver disease (NAFLD)

Computed tomography-based texture features for the risk stratification of portal hypertension and prediction of survival in patients with cirrhosis: a preliminary study

CT-based radiomics nomogram improves risk stratification and prediction of early recurrence in hepatocellular carcinoma after partial hepatectomy

CT texture analysis of the liver for assessing hepatic fibrosis in patients with hepatitis C virus

Texture analysis of the liver at MDCT for assessing hepatic fibrosis

Equilibrium CT texture analysis for the evaluation of hepatic fibrosis: preliminary evaluation against histopathology and extracellular volume fraction

Using texture analyses of contrast enhanced CT to assess hepatic fibrosis

In search of biologic correlates for liver texture on portal-phase CT

CT reconstruction algorithms affect histogram and texture analysis: evidence for liver parenchyma, focal solid liver lesions, and renal cysts

Texture analysis of preoperative CT images for prediction of postoperative hepatic insufficiency: a preliminary study

Three-dimensional CT texture analysis of anatomic liver segments can differentiate between low-grade and high-grade fibrosis

Colorectal Cancer: Texture Analysis of Portal Phase Hepatic CT Images as a Potential Marker of Survival1

Texture analysis in non-contrast enhanced CT: impact of malignancy on texture in apparently disease-free areas of the liver

The application of texture quantification in hepatocellular carcinoma using CT and MRI: a review of perspectives and challenges

Imaging prediction of nonalcoholic steatohepatitis using computed tomography texture analysis

CT texture analysis in nonalcoholic fatty liver disease (NAFLD)

Hepatic enhancement in colorectal cancer: texture analysis correlates with hepatic hemodynamics and patient survival

Utility of texture analysis for quantifying hepatic fibrosis on proton density MRI

Diagnostic value of MR-based texture analysis for the assessment of hepatic fibrosis in patients with nonalcoholic fatty liver disease (NAFLD)

Prediction of the therapeutic response after FOLFOX and FOLFIRI treatment for patients with liver metastasis from colorectal cancer using computerized CT texture analysis 

Hepatocellular carcinoma: CT texture analysis as a predictor of survival after surgical resection

Dynamic contrast-enhanced texture analysis of the liver: initial assessment in colorectal cancer

Whole-volume vs. segmental CT texture analysis of the liver to assess metachronous colorectal liver metastases

Liver Tumor Burden in Pancreatic Neuroendocrine Tumors: CT Features and Texture Analysis in the Prediction of Tumor Grade and 18F-FDG Uptake

Whole liver CT texture analysis to predict the development of colorectal liver metastases—A multicentre study

Diagnostic accuracy of texture analysis and machine learning for quantification of liver fibrosis in MRI: correlation with MR elastography and histopathology

Evaluation of texture analysis parameter for response prediction in patients with hepatocellular carcinoma undergoing drug-eluting bead transarterial chemoembolization (DEB-TACE) using biphasic contrast-enhanced CT image data: correlation with liver perfusion CT 

Differentiation of pyogenic hepatic abscesses from malignant mimickers using multislice-based texture acquired from contrast-enhanced computed tomography

Three-dimensional texture analysis based on PET/CT images to distinguish hepatocellular carcinoma and hepatic lymphoma

CT texture analysis in colorectal liver metastases: A better way than size and volume measurements to assess response to chemotherapy?

Evaluation of texture analysis for the differential diagnosis of focal nodular hyperplasia from hepatocellular adenoma on contrast-enhanced CT images

Effective staging of fibrosis by the selected texture features of liver: Which one is better, CT or MR imaging?

Diffusion-weighted imaging and texture analysis: current role for diffuse liver disease

CT texture analysis: definitions, applications, biologic correlates, and challenges

ed quantification of hepatic fat: methods and clinical applications

CT texture analysis in colorectal liver metastases and the surrounding liver parenchyma and its potential as an imaging biomarker of disease aggressiveness, response and survival 

CT textural analysis of hepatic metastatic colorectal cancer: pre-treatment tumor heterogeneity correlates with pathology and clinical outcomes

Preliminary data using computed tomography texture analysis for the classification of hypervascular liver lesions: generation of a predictive model on the basis of quantitative spatial frequency measurements—a work in progress 

 Computed tomography image texture: a noninvasive prognostic marker of hepatic recurrence after hepatectomy for metastatic colorectal cancer

MRI texture analysis for differentiation of malignant and benign hepatocellular tumors in the non-cirrhotic liver

Deep learning CT-based quantitative visualization tool for liver volume estimation: defining normal and hepatomegaly

Neural network based texture analysis of CT images for fatty and cirrhosis liver classification

Application of texture analysis on parametric T1 and T2 maps for detection of hepatic fibrosis

Advanced hepatocellular carcinoma: pretreatment contrast-enhanced CT texture parameters as predictive biomarkers of survival in patients treated with sorafenib

5-Fluorouracil induced liver toxicity in patients with colorectal cancer: role of computed tomography texture analysis as a potential biomarker

CT texture analysis of abdominal lesions–part I.: liver lesions

Whole-liver CT texture analysis in colorectal cancer: Does the presence of liver metastases affect the texture of the remaining liver?

Feasibility of computed tomography texture analysis of hepatic fibrosis using dual-energy spectral detector computed tomography

CT texture features and lung shunt fraction measured using 99mTc-macroaggregated albumin SPECT/CT before trans-arterial radioembolization for hepatocellular carcinoma patients 

Studies on tissue characterization by texture analysis with co-occurrence matrix method using ultrasonography and CT imaging

Hepatocellular carcinoma: texture analysis of preoperative computed tomography images can provide markers of tumor grade and disease-free survival

Radiofrequency ablation of HCC: CT texture analysis of the ablated area to predict local recurrence

CT image-based texture analysis to predict microvascular invasion in primary hepatocellular carcinoma

Variation in textural parameters of hepatic lesions during contrast medium injection

Hepatic fibrosis: evaluation with semiquantitative contrast-enhanced CT

Accuracy of liver surface nodularity quantification on MDCT for staging hepatic fibrosis in patients with hepatitis C virus

CT texture analysis of liver metastases in PNETs versus NPNETs: Correlation with histopathological findings

Texture analysis of baseline multiphasic hepatic computed tomography images for the prognosis of single hepatocellular carcinoma after hepatectomy: a retrospective pilot study 

Characterization of portal vein thrombosis (neoplastic versus bland) on CT images using software-based texture analysis and thrombus density (Hounsfield units)

Evaluation of hepatic tumor response to yttrium-90 radioembolization therapy using texture signatures generated from contrast-enhanced CT images

Retrospective CT/MRI texture analysis of rapidly progressive hepatocellular carcinoma

Prediction of liver regeneration after living donor liver transplantation in the recipients using preoperative CT texture analysis and clinical features

Application of CT texture analysis in predicting histopathological characteristics of gastric cancers

Diffuse liver disease: strategies for hepatic CT and MR imaging

Quantitative CT assessment by histogram and volume ratio in pyrrolizidines alkaloids-induced hepatic sinusoidal obstruction syndrome

Liver surface nodularity quantification from routine CT images as a biomarker for detection and evaluation of cirrhosis

Automated liver fat quantification at nonenhanced abdominal CT for population-based steatosis assessment

Role of textural analysis parameters derived from FDG PET/CT in differentiating hepatocellular carcinoma and hepatic metastases

Using texture analysis in the development of a potential radiomic signature for early identification of hepatic metastasis in colorectal cancer

Prediction of liver regeneration in recipients after living-donor liver transplantation in using preoperative CT texture analysis and clinical features

Quantifying tumour heterogeneity with CT

Filtration-histogram based texture analysis and CALIPER based pattern analysis as quantitative CT techniques in idiopathic pulmonary fibrosis: head-to-head comparison 

Prediction of liver remnant regeneration after living donor liver transplantation using preoperative CT texture analysis

Computed tomography-based texture features for the risk stratification of portal hypertension and prediction of survival in patients with cirrhosis: a preliminary study

Harvesting, detecting, and characterizing liver lesions from large-scale multi-phase CT data via deep dynamic texture learning

CT-based methods for assessment of metabolic dysfunction associated with fatty liver disease

Prediction of remnant liver regeneration after right hepatectomy in patients with hepatocellular carcinoma using preoperative CT texture analysis and clinical features

Texture Analysis of Gray-Scale Ultrasound Images for Staging of Hepatic Fibrosis

Role of quantitative computed tomography texture analysis in the prediction of adherent perinephric fat

Quantitative CT texture analysis for evaluating histologic grade of urothelial carcinoma

Quantitative dual-energy computed tomography texture analysis predicts the response of primary small hepatocellular carcinoma to radiofrequency ablation

Machine vision-based Statistical texture analysis techniques for characterization of liver tissues using CT images

Prediction of therapeutic response of hepatocellular carcinoma to transcatheter arterial chemoembolization based on pretherapeutic dynamic CT and textural findings

Value of texture analysis on gadoxetic acid–enhanced MRI for differentiating hepatocellular adenoma from focal nodular hyperplasia

Can the computed tomography texture analysis of colorectal liver metastases predict the response to first-line cytotoxic chemotherapy?

Study on the changes of CT texture parameters before and after HCC treatment in the efficacy evaluation and survival predication of patients with HCC

Three-dimensional organ segmentation-derived CT attenuation parameters for assessing hepatic steatosis in chronic hepatitis B patients

Automated quantification of ultrasonic fatty liver texture based on curvelet transform and SVD

Virtual monoenergetic imaging in rapid kVp-switching dual-energy CT (DECT) of the abdomen: impact on CT texture analysis

Texture analysis on preoperative contrast-enhanced magnetic resonance imaging identifies microvascular invasion in hepatocellular carcinoma

CT Texture Analysis of Perihilar Cholangiocarcinoma—Associations With Tumor Grading, Tumor Markers and Clinical Outcome

Development of a deep learning-based auto-segmentation algorithm for hepatocellular carcinoma (HCC) and application to predict microvascular invasion of HCC using CT texture analysis: preliminary results 

The prognostic value of [18F]FDG PET/CT texture analysis prior to transplantation for unresectable colorectal liver metastases

CT texture analysis reliability in pulmonary lesions: the influence of 3D vs. 2D lesion segmentation and volume definition by a Hounsfield-unit threshold

Texture Analysis in Chronic Liver Diseases

Fully automated whole-liver volume quantification on CT-image data: Comparison with manual volumetry using enhanced and unenhanced images as well as two different radiation dose levels and two reconstruction kernels 

Quantification of hepatic and visceral fat by CT and MR imaging: relevance to the obesity epidemic, metabolic syndrome and NAFLD

Reproducibility of CT and MRI texture features of hepatocellular carcinoma

Discriminatory CT-textural features in splenic infiltration of lymphoma versus splenomegaly in liver cirrhosis versus normal spleens in controls and evaluation of their role for longitudinal lymphoma monitoring 

Value of contrast-enhanced CT texture analysis in predicting IDH mutation status of intrahepatic cholangiocarcinoma

Unenhanced CT for Assessment of Macrovesicular Hepatic Steatosis in Living Liver Donors: Comparison of Visual Grading with Liver Attenuation Index1

Volumetric CT texture analysis of intrahepatic mass-forming cholangiocarcinoma for the prediction of postoperative outcomes: fully automatic tumor segmentation versus semi-automatic segmentation 

Deep convolutional neural network based analysis of liver tissues using computed tomography images

CT-quantified sarcopenic visceral obesity is associated with poor transplant waitlist mortality in patients with cirrhosis

Automated CT-Based Body Composition Analysis 

Evaluation of a fully automated computed tomography image segmentation method for fast and accurate body composition measurements

Fully-automated CT derived body composition analysis reveals sarcopenia in functioning adrenocortical carcinomas

CT-derived body composition assessment as a prognostic tool in oncologic patients: from opportunistic research to artificial intelligence–based clinical implementation

Automated CT analysis of body composition as a frailty biomarker in abdominal surgery

CT analysis of thoracolumbar body composition for estimating whole-body composition

Beyond BMI: An opinion on the clinical value of AI-powered CT body composition analysis

AI-based CT body composition identifies myosteatosis as key mortality predictor in asymptomatic adults

Deep learning-based body composition analysis from whole-body magnetic resonance imaging to predict all-cause mortality in a large western population

CT derived measurement of body composition: observations from a comparative analysis of patients with colorectal and lung cancer

Estimating 3‐D whole‐body composition from a chest CT scan 

Body composition analysis of computed tomography scans in clinical populations: the role of deep learning

Automatic deep learning method for third lumbar selection and body composition evaluation on CT scans of cancer patients

Enhanced muscle and fat segmentation for CT-based body composition analysis: a comparative study

Fully-automated CT derived body composition analysis reveals sarcopenia in functioning adrenocortical carcinomas

Role of machine learning-based CT body composition in risk prediction and prognostication: current state and future directions

Comparison of CT derived body composition at the thoracic T4 and T12 with lumbar L3 vertebral levels and their utility in patients with rectal cancer

Automated CT-Based Body Composition Analysis 

Methodology, clinical applications, and future directions of body composition analysis using computed tomography (CT) images: a review

Multiparameter body composition analysis on chest CT predicts clinical outcomes in resectable non-small cell lung cancer

Automated body composition analysis of clinically acquired computed tomography scans using neural networks

Methodology, clinical applications, and future directions of body composition analysis using computed tomography (CT) images: a review

Automated abdominal segmentation of CT scans for body composition analysis using deep learning

Body composition measures from CT and inflammation

A comparison of three methods to assess body composition

Comparison of DXA and CT in the assessment of body composition in premenopausal women with obesity and anorexia nervosa

The role of computed tomography in evaluating body composition and the influence of reduced muscle mass on clinical outcome in abdominal malignancy: a systematic review 

Deep neural network for automatic volumetric segmentation of whole-body CT images for body composition assessment

Single-slice CT measurements allow for accurate assessment of sarcopenia and body composition

CT analysis of thoracolumbar body composition for estimating whole-body composition

Computed tomography-based body composition measures in COPD and their association with clinical outcomes: A systematic review

Body composition in clinical practice

Body composition in chemotherapy: the promising role of CT scans

AI-based CT body composition identifies myosteatosis as key mortality predictor in asymptomatic adults

Estimating 3‐D whole‐body composition from a chest CT scan

Abdominal CT body composition thresholds using automated AI tools for predicting 10-year adverse outcomes

Body composition analysis using CT and MRI: intra-individual intermodal comparison of muscle mass and myosteatosis

Influence of tube potential on CT body composition analysis

Opportunistic screening at abdominal CT: use of automated body composition biomarkers for added cardiometabolic value

CT-derived body composition analysis could possibly replace DXA and BIA to monitor NET-patients

Body composition measurement using computed tomography: does the phase of the scan matter?

A practical and precise approach to quantification of body composition in cancer patients using computed tomography images acquired during routine care

Advanced body composition assessment: from body mass index to body composition profiling

Fully-automated analysis of body composition from CT in cancer patients using convolutional neural networks

Artificial intelligence-aided CT segmentation for body composition analysis: a validation study

The impact of chest CT body composition parameters on clinical outcomes in COVID-19 patients

Computed tomography–based body composition analysis and its role in lung cancer care

Body composition assessment in axial CT images using FEM-based automatic segmentation of skeletal muscle

CT-derived body composition assessment as a prognostic tool in oncologic patients: from opportunistic research to artificial intelligence–based clinical implementation

Automated segmentation of muscle and adipose tissue on CT images for human body composition analysis

Age changes in body composition revealed by computed tomography

Role of machine learning-based CT body composition in risk prediction and prognostication: current state and future directions

Fully automated body composition analysis in routine CT imaging using 3D semantic segmentation convolutional neural networks

Validation study of a new semi-automated software program for CT body composition analysis

Body composition determinants of radiation dose during abdominopelvic CT

Deep learning–based fully automated body composition analysis of thigh CT: comparison with DXA measurement

Comparing fully automated AI body composition measures derived from thin and thick slice CT image data

Population-scale CT-based body composition analysis of a large outpatient population using deep learning to derive age-, sex-, and race-specific reference curves

Body composition estimation from selected slices: equations computed from a new semi-automatic thresholding method developed on whole-body CT scans

Deep learning for automated segmentation of pelvic muscles, fat, and bone from CT studies for body composition assessment

Prognostic value of preoperative CT scan derived body composition measures in resected pancreatic cancer

Automated CT-based body composition analysis: a golden opportunity

Dose reduction for body composition measurements with CT

Deep learning body-composition analysis of clinically acquired CT-scans estimates creatinine excretion with high accuracy in patients and healthy individuals

CompositIA: an open-source automated quantification tool for body composition scores from thoraco-abdominal CT scans

Comparative analysis of body composition using torso CT from PET/CT with bioelectrical impedance and muscle strength in healthy adults

End-to-end automated body composition analyses with integrated quality control for opportunistic assessment of sarcopenia in CT

Automated measurements of body composition in abdominal CT scans using artificial intelligence can predict mortality in patients with cirrhosis

Influence of baseline CT body composition parameters on survival in patients with pancreatic adenocarcinoma

Two-dimensional CT measurements enable assessment of body composition on head and neck CT

Association between abdominal CT measurements of body composition before deceased donor liver transplant with posttransplant outcomes

Comprehensive validation of automated whole body skeletal muscle, adipose tissue, and bone segmentation from 3D CT images for body composition analysis: towards extended body composition 

Automated extraction of body composition metrics from abdominal CT or MR imaging: A scoping review

Prediction of abdominal CT body composition parameters by thoracic measurements as a new approach to detect sarcopenia in a COVID-19 cohort

Automatic segmentation of large-scale CT image datasets for detailed body composition analysis

Automated CT analysis of body composition as a frailty biomarker in abdominal surgery

Technical adequacy of fully automated artificial intelligence body composition tools: assessment in a heterogeneous sample of external CT examinations

CT-defined body composition as a prognostic factor in multiple myeloma

Body composition on low dose chest CT is a significant predictor of poor clinical outcome in COVID-19 disease-A multicenter feasibility study

Utility of fully automated body composition measures on pretreatment abdominal CT for predicting survival in patients with colorectal cancer

Automatic segmentation of CT images for ventral body composition analysis

Association of body composition parameters measured on CT with risk of hospitalization in patients with Covid-19

Usefulness of body composition CT analysis in patients with idiopathic pulmonary fibrosis: a pilot study

Impact of CT-based body composition parameters at baseline, their early changes and response in metastatic cancer patients treated with immune checkpoint inhibitors

Impact of pathologic body composition assessed by CT-based anthropometric measurements in adult patients with multiple trauma: A retrospective analysis

Assessment of body composition from CT images at the level of the third lumbar vertebra in inflammatory bowel disease

Nutritional status, CT body composition measures and survival in ovarian cancer

Artificial intelligence to assess body composition on routine abdominal CT scans and predict mortality in pancreatic cancer–A recipe for your local application

Barriers to the interpretation of body composition in colorectal cancer: a review of the methodological inconsistency and complexity of the CT-defined body habitus  

Biomarkers extracted by fully automated body composition analysis from chest CT correlate with SARS-CoV-2 outcome severity

Dual-Energy CT muscle fat fraction as a new imaging biomarker of body composition and survival predictor in critically ill patients

The relationship between the mode of presentation, CT‐derived body composition, systemic inflammatory grade and survival in colon cancer

Comparing fully automated AI body composition biomarkers at differing virtual monoenergetic levels using dual-energy CT

CT-derived body composition: differential association with disease, age and inflammation in a retrospective cohort study

Enhanced muscle and fat segmentation for CT-based body composition analysis: a comparative study

CT body composition of sarcopenia and sarcopenic obesity: predictors of postoperative complications and survival in patients with locally advanced esophageal adenocarcinoma 

Fully automated segmentation of connective tissue compartments for CT-based body composition analysis: a deep learning approach

Body composition methods: comparisons and interpretation

Whole-body adipose tissue analysis: comparison of MRI, CT and dual energy X-ray absorptiometry

The impact of body compositions on contrast medium enhancement in chest CT: a randomised controlled trial

Body composition impacts outcome of bronchoscopic lung volume reduction in patients with severe emphysema: a fully automated CT-based analysis

The role of CT-quantified body composition on longitudinal health-related quality of life in colorectal cancer patients: the Colocare study

Using a new artificial intelligence‐aided method to assess body composition CT segmentation in colorectal cancer patients

Identification of differences in body composition measures using 3D‐derived artificial intelligence from multiple CT scans across the L3 vertebra compared to a single mid‐point L3 CT scan 

CT-based body composition analysis and pulmonary fat attenuation volume as biomarkers to predict overall survival in patients with non-specific interstitial pneumonia

 IA-Body composition CT at T12 in idiopathic pulmonary fibrosis: diagnosing Sarcopenia and correlating with other Morphofunctional Assessment techniques

 Body composition in patients with non− small cell lung cancer: a contemporary view of cancer cachexia with the use of computed tomography image analysis

Voxel-wise body composition analysis using image registration of a three-slice CT imaging protocol: methodology and proof-of-concept studies

Utility of normalized body composition areas, derived from outpatient abdominal CT using a fully automated deep learning method, for predicting subsequent cardiovascular events

AI-generated CT body composition biomarkers associated with increased mortality risk in socioeconomically disadvantaged individuals

Association Between Fat Depletion and Prognosis of Amyotrophic Lateral Sclerosis: CT‐Based Body Composition Analysis

Muscle composition measured by CT scan is a measurable predictor of overall survival in advanced ovarian cancer

Body composition by DXA

Body composition parameters in initial CT imaging of mechanically ventilated trauma patients: Single‐centre observational study

AI-based body composition analysis of CT data has the potential to predict disease course in patients with multiple myeloma

Muscle segmentation in axial computed tomography (CT) images at the lumbar (L3) and thoracic (T4) levels for body composition analysis

Comparative investigation of body composition in male dogs using CT and body fat analysis software

CT-derived body composition associated with lung cancer recurrence after surgery

Correlation of HbA1c levels with CT-based body composition biomarkers in diabetes mellitus and metabolic syndrome

AI-assistance body composition CT at T12 and T4 in lung cancer: Diagnosing sarcopenia, and its correlation with morphofunctional assessment techniques

Exploration of Fully‐Automated Body Composition Analysis Using Routine CT‐Staging of Lung Cancer Patients for Survival Prognosis

Consequences of TIPSS placement on the body composition of patients with cirrhosis and severe portal hypertension: a large retrospective CT‐based surveillance

Quantitative CT: associations between emphysema, airway wall thickness and body composition in COPD

Standardization of body composition status in patients with advanced urothelial tumors: the role of a CT-based AI-powered software for the assessment of sarcopenia and patient outcome correlation

 CT-derived body composition is a predictor of survival after esophagectomy

Association between quantitative CT body composition analysis and prognosis in cetuximab-based first-line treatment for advanced colorectal cancer patients

Human body composition

Prognostic value of early changes in CT-measured body composition in patients receiving chemotherapy for unresectable pancreatic cancer

Ai-assisted body composition assessment using CT Imaging in colorectal cancer patients: Predictive capacity for sarcopenia and malnutrition diagnosis

Assessment of acute pancreatitis severity and prognosis with CT-measured body composition

A tale of two CT studies: the combined impact of multiple human body composition projects in cancer

Comparative study of the body composition of different turkey genotypes by means of CT

Intrapatient changes in CT-based body composition after initiation of semaglutide (glucagon-like peptide-1 receptor agonist) therapy

Multi-structure segmentation from partially labeled datasets. application to body composition measurements on ct scans

Lower skeletal muscle mass on CT body composition analysis is associated with adverse clinical course and outcome in children with COVID-19

Extending the value of routine lung screening CT with quantitative body composition assessment

Clinical evaluation of automated segmentation for body composition analysis on abdominal L3 CT slices in polytrauma patients

Body composition at CT and risk of future disease

Automatic deep learning method for third lumbar selection and body composition evaluation on CT scans of cancer patients

Elexacaftor/tezacaftor/ivacaftor influences body composition in adults with cystic fibrosis: a fully automated CT-based analysis

Impact of CT-Derived Body Composition Analysis on the Performance of GFR Estimating Equations in Patients with Cancer

Estimation of standard liver volume using CT volume, body composition, and abdominal geometry measurements

The relationship between frailty, nutritional status, co-morbidity, CT-body composition and systemic inflammation in patients with COVID-19

Role of body composition and metabolic parameters extracted from baseline 18F-FDG PET/CT in patients with diffuse large B-cell lymphoma

Assessment methods in human body composition

First PACS‐integrated artificial intelligence‐based software tool for rapid and fully automatic analysis of body composition from CT in clinical routine

Autonomous localization and segmentation for body composition quantization on abdominal CT

CT-based body composition in diffuse large B cell lymphoma patients: Changes after treatment and association with survival

Comparison of the prognostic value of MUST, ECOG-PS, mGPS and CT derived body composition analysis in patients with advanced lung cancer

CT enterography-based radiomics combined with body composition to predict infliximab treatment failure in Crohn's disease

CT-derived body composition values and complications after pneumonectomy in lung cancer patients: time for a sex-related analysis?

Nomogram of combining CT-based body composition analyses and prognostic inflammation score: prediction of survival in advanced epithelial ovarian cancer patients

Sex differences in body composition

Impact of CT-determined sarcopenia and body composition on survival outcome in patients with advanced-stage high-grade serous ovarian carcinoma

Automated characterization of body composition and frailty with clinically acquired CT

Preoperative body composition combined with tumor metabolism analysis by PET/CT is associated with disease‐free survival in patients with NSCLC

CT-derived deep learning-based quantification of body composition associated with disease severity in chronic obstructive pulmonary disease

Association between CT-based body composition assessment and patient outcomes during neoadjuvant chemotherapy for epithelial ovarian cancer

Development and validation of a nomogram to predict anastomotic leakage in colorectal cancer based on CT body composition

Perioperative Evaluation of CT-Based Body Composition as Predictors of Postoperative Outcome

Comparison of CT derived body composition at the thoracic T4 and T12 with lumbar L3 vertebral levels and their utility in patients with rectal cancer

Subcutaneous adipose tissue [18F] FDG uptake and CT-derived body composition variables for predicting survival outcomes in patients with locally advanced gastric cancer

CT-and MRI-based assessment of body composition and pancreatic fibrosis reveals high incidence of clinically significant metabolic changes that affect the quality of life and treatment outcomes of patients with chronic pancreatitis and pancreatic cancer

Longitudinal changes in CT body composition in patients undergoing surgery for colorectal cancer and associations with peri-operative clinicopathological characteristics 

Architecture of the femoral and tibial diaphyses in relation to body mass and composition: Research from whole‐body CT scans of adult humans

Opportunistic body composition evaluation in patients with esophageal adenocarcinoma: association of survival with 18F-FDG PET/CT muscle metrics

Body composition analysis on chest CT scans: a value proposition for lung cancer care

 An investigation into the variability of radiographers assessing body composition prior to CT contrast media administration

Development and validation of a preoperative CT-based risk score integrating morphological and body composition parameters to predict recurrence-free survival in gastric cancer patients following curative surgery 

Fully-automated CT derived body composition analysis reveals sarcopenia in functioning adrenocortical carcinomas

CT-determined body composition changes with recombinant human growth hormone treatment to adults with growth hormone deficiency

Quantification of chemotherapy-induced changes in body composition in pediatric, adolescent, and young adult lymphoma using standard of care CT imaging

Improving the prediction of chemotherapy dose-limiting toxicity in colon cancer patients using an AI-CT-based 3D body composition of the entire L1–L5 lumbar spine 

Longitudinal body composition changes detected by [18F] FDG PET/CT during and after chemotherapy and their prognostic role in elderly Hodgkin lymphoma 

Determining age and sex-specific distribution of pancreatic whole-gland CT attenuation using artificial intelligence aided image segmentation: Associations with body composition and pancreatic cancer risk 

Human body composition: in vivo methods

Modifications of chest CT body composition parameters at three and six months after severe COVID-19 pneumonia: a retrospective cohort study

Current status of body composition assessment in sport: review and position statement on behalf of the ad hoc research working group on body composition health and performance 

Strength, but not muscle mass, is associated with mortality in the health, aging and body composition study cohort

 Association between CT‐Quantified Body Composition and Recurrence, Survival in Nonmetastasis Colorectal Cancer Patients Underwent Regular Chemotherapy after Surgery 

Development and validation of a CT-measured body composition radiomics model for prognostic assessment in resected pancreatic adenocarcinoma

CT‐based assessment of body composition following neoadjuvant chemohormonal therapy in patients with castration‐naïve oligometastatic prostate cancer

Development and validation of a preoperative CT-based body composition nomogram for predicting recurrence-free survival after radical surgery in patients with gastric cancer 

CT-based compartmental quantification of adipose tissue versus body metrics in colorectal cancer patients

Body Composition and Radiomics From 18F-FDG PET/CT Together Help Predict Prognosis for Patients With Stage IV Non–Small Cell Lung Cancer

Quantification of body‐torso‐wide tissue composition on low‐dose CT images via automatic anatomy recognition

Using 18F-FDG PET/CT-derived body composition features to predict lymphovascular invasion in non-small cell lung cancer

Dynamic CT-based body composition analysis predicts surgical risk in Crohn's disease with small bowel stenosis: a retrospective cohort study

Canonical correlation analysis on the association between pulmonary function and obesity in early-onset COPD: CT-based body composition analysis

Body mass index in male patients with COPD: correlation with low attenuation areas on CT

Changes in weight, body composition, and factors influencing energy balance among premenopausal breast cancer patients receiving adjuvant chemotherapy

Genetic parameters of in vivo primal cuts and body composition (PigAtlas) in pigs measured by computed tomography (CT)

Measuring leg muscle and fat mass in humans: comparison of CT and dual-energy X-ray absorptiometry

Chest CT measures of muscle and adipose tissue in COPD: gender-based differences in content and in relationships with blood biomarkers

Improved muscle and fat segmentation for body composition measures on quantitative CT

Assessment of abdominal fat content by computed tomography

An Analysis of Age-Related Body Composition Changes and Metabolic Patterns in Korean Adults Using FDG-PET/CT Health Screening Data

A systematic review on software tools for CT-and MRI-based body composition analysis

CT-measured body composition radiomics predict lymph node metastasis in localized pancreatic ductal adenocarcinoma

Prognostic value of baseline body composition parameters from 18F-FDG PET/CT in angioimmunoblastic T-cell lymphoma patients

Human body composition: advances in models and methods

Comparison of Different Body Size Parameters for Individual Dose Adaptation in Body CT of Adults1

The relationship between clinicopathological variables, systemic inflammation, and CT‐derived body composition with survival in patients with advanced non‐small cell lung cancer receiving nivolumab as a second‐line treatment 

Genetic gain on body composition in pigs by computed tomography (CT): return on investment

Lean body weight versus total body weight to calculate the iodinated contrast media volume in abdominal CT: a randomised controlled trial

Abdominal CT-Based Body Composition Biomarkers for Phenotypic Biologic Aging

Association between computerized tomography (CT) study of body composition and severity of acute pancreatitis: Use of a novel Z-score supports obesity paradox 

External validation of a deep learning model for automatic segmentation of skeletal muscle and adipose tissue on abdominal CT images

Comparison between body composition parameters and response to neoadjuvant chemotherapy by using pre-treatment PET CT in locally advanced breast cancer 

Value-added opportunistic CT screening: state of the art

Human body composition and the epidemiology of chronic disease

Association between body composition and pulmonary function in elderly people: the Korean Longitudinal Study on Health and Aging

Anthropometric assessment of 10-y changes in body composition in the elderly

Impact of CT-Derived Body Composition Analysis on the Performance of GFR Estimating Equations in Patients with Cancer.

Assessment of computed tomography (CT)-defined muscle and adipose tissue features in relation to short-term outcomes after elective surgery for colorectal cancer: a multicenter approach 

Comparative study of deep learning segmentation models for body composition analysis in CT Scans

Characterization of urinary stone composition by use of whole-body, photon-counting detector CT

Evaluation of pericoronary adipose tissue attenuation on CT

Adipose tissue density on CT as a prognostic factor in patients with cancer: a systematic review

Whole-body adipose tissue analysis: comparison of MRI, CT and dual energy X-ray absorptiometry

Adipose tissue quantification by imaging methods: a proposed classification

Imaging and identification of brown adipose tissue on CT scan

Comparison of 3 T MRI and CT for the measurement of visceral and subcutaneous adipose tissue in humans

Significance of acquisition parameters for adipose tissue segmentation on CT images

Identification and importance of brown adipose tissue in adult humans

Epicardial adipose tissue measured from analysis of adipose tissue area using chest CT imaging is the best potential predictor of COVID-19 severity

CT-based analysis of pericoronary adipose tissue density: Relation to cardiovascular risk factors and epicardial adipose tissue volume

Pericardial adipose tissue determined by dual source CT is a risk factor for coronary atherosclerosis

Automated analysis of liver fat, muscle and adipose tissue distribution from CT suitable for large-scale studies

Deep learning for quantification of epicardial and thoracic adipose tissue from non-contrast CT

Adipose tissue detected by multislice computed tomography in patients after myocardial infarction

Fully automated CT quantification of epicardial adipose tissue by deep learning: a multicenter study

An effective CNN method for fully automated segmenting subcutaneous and visceral adipose tissue on CT scans

Characterizing active and inactive brown adipose tissue in adult humans using PET-CT and MR imaging

Imaging techniques for measuring adipose-tissue distribution--a comparison between computed tomography and 1.5-T magnetic resonance

The emerging role of CT-based imaging in adipose tissue and coronary inflammation

 Preliminary investigation of brown adipose tissue assessed by PET/CT and cancer activity

Adipose tissue dominates chronic arm lymphedema following breast cancer: an analysis using volume rendered CT images

CT-derived epicardial adipose tissue density: Systematic review and meta-analysis

CT Hounsfield units of brown adipose tissue increase with activation: preclinical and clinical studies

Automated segmentation of muscle and adipose tissue on CT images for human body composition analysis

Comparison between skeletal muscle and adipose tissue measurements with high-dose CT and low-dose attenuation correction CT of 18F-FDG PET/CT in elderly Hodgkin lymphoma patients: a two-centre validation

Association between visceral adipose tissue area and coronary plaque morphology assessed by CT angiography

Cross‐sectional associations of computed tomography (CT)‐derived adipose tissue density and adipokines: the Framingham heart study

Quantification of visceral adipose tissue by computed tomography and magnetic resonance imaging: reproducibility and accuracy

Quantification of epicardial adipose tissue by cardiac CT: Influence of acquisition parameters and contrast enhancement

Novel measurements of periaortic adipose tissue in comparison to anthropometric measures of obesity, and abdominal adipose tissue

 CT-based compartmental quantification of adipose tissue versus body metrics in colorectal cancer patients

Three-dimensional distribution of muscle and adipose tissue of the thigh at CT: association with acute hip fracture

The clinical importance of visceral adiposity: a critical review of methods for visceral adipose tissue analysis

CT-based determination of excessive visceral adipose tissue is associated with an impaired survival in critically ill patients

Prognostic value of RCA pericoronary adipose tissue CT-attenuation beyond high-risk plaques, plaque volume, and ischemia

Thermal imaging is a noninvasive alternative to PET/CT for measurement of brown adipose tissue activity in humans

Automatic segmentation and quantification of white and brown adipose tissues from PET/CT scans

The relationship between enhancing left atrial adipose tissue at CT and recurrent atrial fibrillation

Marrow adipose tissue imaging in humans

Comparison of low-dose CT and MR for measurement of intra-abdominal adipose tissue: a phantom and human study

Visceral adipose tissue measured by DXA correlates with measurement by CT and is associated with cardiometabolic risk factors in children

Determination of total adipose tissue and body fat in women by computed tomography, 40K, and tritium

The pericoronary adipose tissue attenuation in CT strongly depends on kernels and iterative reconstructions

Adipose tissue composition determines its computed tomography radiodensity

Assessment of computed tomography (CT)-defined muscle and adipose tissue features in relation to short-term outcomes after elective surgery for colorectal cancer: a multicenter approach

Optimal CT number range for adipose tissue when determining lean body mass in whole-body F-18 FDG PET/CT studies

Computerized automated quantification of subcutaneous and visceral adipose tissue from computed tomography scans: development and validation study

An adipose tissue atlas: an image-guided identification of human-like BAT and beige depots in rodents

A semi-automatic approach for epicardial adipose tissue segmentation and quantification on cardiac CT scans

Development and validation of a rapid and robust method to determine visceral adipose tissue volume using computed tomography images

VAT= TAAT‐SAAT: Innovative anthropometric model to predict visceral adipose tissue without resort to CT‐Scan or DXA

A two-step convolutional neural network based computer-aided detection scheme for automatically segmenting adipose tissue volume depicting on CT images 

Development of automated quantification of visceral and subcutaneous adipose tissue volumes from abdominal CT scans

Validity and reproducibility of ultrasonography for the measurement of intra-abdominal adipose tissue

 Prognostic value of CT attenuation and FDG uptake of adipose tissue in patients with pancreatic adenocarcinoma

Pericoronary adipose tissue CT attenuation and volume: diagnostic performance for hemodynamically significant stenosis in patients with suspected coronary artery disease 

Comparison of CT and Dixon MR abdominal adipose tissue quantification using a unified computer-assisted software framework

X-ray attenuation of bone, soft and adipose tissue in CT from 70 to 140 kV and comparison with 3D printable additive manufacturing materials

Pericoronary adipose tissue computed tomography attenuation and high-risk plaque characteristics in acute coronary syndrome compared with stable coronary artery disease 

Brown adipose tissue: distribution and influencing factors on FDG PET/CT scan.

A pilot study of FDG PET/CT detects a link between brown adipose tissue and breast cancer

Identification of patients with acute myocardial infarction based on coronary CT angiography: the value of pericoronary adipose tissue radiomics

Radiomics features of pericoronary adipose tissue improve CT-FFR performance in predicting hemodynamically significant coronary artery stenosis

Computed tomography-measured adipose tissue attenuation and area both predict adipocyte size and cardiometabolic risk in women

Head-to-Head Comparison between MRI and CT in the Evaluation of Volume and Quality of Epicardial Adipose Tissue

Association between epicardial adipose tissue volumes on 3-dimensional reconstructed CT images and recurrence of atrial fibrillation after catheter ablation

Pericoronary adipose tissue CT attenuation in coronary artery plaque inflammation

Correlation of brown adipose tissue with other body fat compartments and patient characteristics: a retrospective analysis in a large patient cohort using PET/CT

Deep learning segmentation and quantification method for assessing epicardial adipose tissue in CT calcium score scans

Imaging of brown adipose tissue: state of the art

Non‐invasive methods for the assessment of brown adipose tissue in humans

Pericoronary adipose tissue CT attenuation and its association with serum levels of atherosclerosis-relevant inflammatory mediators, coronary calcification and major adverse cardiac events 

Brown adipose tissue: a factor to consider in symmetrical tracer uptake in the neck and upper chest region

An automated algorithm to identify and quantify brown adipose tissue in human 18F‐FDG‐PET/CT scans

The predictive value of the perivascular adipose tissue CT fat attenuation index for coronary in-stent restenosis

Adipose tissue and liver

Visceral adipose tissue volume and CT‐attenuation as prognostic factors in patients with head and neck cancer

Fully automated adipose tissue measurement on abdominal CT

The Relationship between Brown Adipose Tissue Activity and Neoplastic Status: an 18F-FDG PET/CT Study in the Tropics

Chest CT measures of muscle and adipose tissue in COPD: gender-based differences in content and in relationships with blood biomarkers

18F-FDG PET/CT monitoring of β3 agonist–stimulated brown adipocyte recruitment in white adipose tissue

A fully automated deep learning pipeline for multi–vertebral level quantification and characterization of muscle and adipose tissue on chest ct scans

Clinical and biochemical factors associated with area and metabolic activity in the visceral and subcutaneous adipose tissues by FDG-PET/CT

Attention ghostunet++: Enhanced segmentation of adipose tissue and liver in ct images

Association of epicardial adipose tissue and left atrial size on non-contrast CT with atrial fibrillation: the Heinz Nixdorf Recall Study

Quantification of adipose tissues by Dual-Energy X-Ray Absorptiometry and Computed Tomography in colorectal cancer patients

Association between habitual physical activity and brown adipose tissue activity in individuals undergoing PET‐CT scan

CT attenuation of pericoronary adipose tissue in normal versus atherosclerotic coronary segments as defined by intravascular ultrasound

Visualization of brown adipose tissue with 99mTc-methoxyisobutylisonitrile on SPECT/CT

CT attenuation of periaortic adipose tissue in abdominal aortic aneurysms

Repeatability of quantitative pericoronary adipose tissue attenuation and coronary plaque burden from coronary CT angiography

Quantification of human and rodent brown adipose tissue function using 99mTc-methoxyisobutylisonitrile SPECT/CT and 18F-FDG PET/CT

Unequivocal identification of brown adipose tissue in a human infant

High prevalence of brown adipose tissue in adult humans

Effect of vessel attenuation, VMI level, and reconstruction kernel on pericoronary adipose tissue attenuation for EID CT and PCD CT: an ex vivo porcine heart study

Correlation of visceral adipose tissue measured by Lunar Prodigy dual X-ray absorptiometry with MRI and CT in older men

Mapping frailty concepts to SNOMED CT

CT‐measured skeletal muscle mass used to assess frailty in patients with head and neck cancer

Frailty assessment: from clinical to radiological tools

Automated CT analysis of body composition as a frailty biomarker in abdominal surgery

The relationship between clinical frailty score, CT-derived body composition, systemic inflammation, and survival in patients with chronic limb-threatening ischemia

Computed tomography-based body composition profile as a screening tool for geriatric frailty detection

Revision of frailty assessment in kidney transplant recipients: replacing unintentional weight loss with CT-assessed sarcopenia in the physical frailty phenotype 

Association of radiologic indicators of frailty with 1-year mortality in older trauma patients: opportunistic screening for sarcopenia and osteopenia

The relationship between frailty, nutritional status, co-morbidity, CT-body composition and systemic inflammation in patients with COVID-19

CT‐Based Body Composition and Frailty as Predictors of Survival Among Older Adults With Gastrointestinal Malignancies

Co-occurrence of CT-based radiological sarcopenia and frailty are related to impaired survival in surgical oncology

Automated characterization of body composition and frailty with clinically acquired CT

Association of CT-derived skeletal muscle and adipose tissue metrics with frailty in older adults

Automated abdominal CT imaging biomarkers and clinical frailty measures associated with postoperative deceased-donor liver transplant outcomes

Sarcopenia and frailty in elderly trauma patients

Frailty and mortality in hospitalized older adults with COVID-19: retrospective observational study

Association of CT-based diagnosis of sarcopenia with prognosis and treatment response in patients at risk of malnutrition–a secondary analysis of the Effect of early nutritional support on Frailty, Functional Outcomes, and Recovery of malnourished medical inpatients Trial (EFFORT) trial 

Screening for Sarcopenia (Physical Frailty) in the COVID‐19 Era

Bedside measures of frailty and cognitive function correlate with sarcopenia in patients with cirrhosis

Association of SARC-F score and Rockwood clinical frailty scale with CT-derived muscle mass in patients with aortic aneurysms

Impact of frailty and comorbidity on initial response to lung cancer screening invitation and low-dose CT screening uptake: Findings from the Yorkshire Lung Screening Trial 

Frailty and skeletal muscle in older adults with cancer

vPower-oriented resistance training combined with high-intensity interval training in pre-frail and frail older people: comparison between traditional and cluster training set configurations on the force–velocity relationship, physical function and frailty 

Prognostic implications of diagnosing frailty and sarcopenia in vascular surgery practice

Evaluation of CT in identifying colorectal carcinoma in the frail and disabled patient

CT derived muscle measures, inflammation, and frailty in a cohort of older cancer patients

Predictive value of bedside lung ultrasound, quantitative chest CT, and frailty assessment for short-term outcomes in elderly patients with severe pneumonia: a pilot study 

Extracolonic findings in patients undergoing abdomino-pelvic CT for suspected colorectal carcinoma in the frail and disabled patient

Sleep–wake disturbances and frailty in community‐living older persons

Utility of the modified frailty index in predicting toxicity and cancer outcomes for older adults with advanced pancreatic cancer receiving first-line palliative chemotherapy 

Brain Frailty Score, Recovery, and Reperfusion Safety

 Usefulness of psoas muscle area and volume and frailty scoring to predict outcomes after transcatheter aortic valve implantation

The association between dehydroepiandosterone and frailty in older men and women

An easy-to-implement clinical-trial frailty index based on accumulation of deficits: Validation in Zoster vaccine clinical trials

Frailty and subclinical coronary atherosclerosis: the Multicenter AIDS Cohort Study (MACS)

Computed tomography–derived skeletal muscle index: a novel predictor of frailty and hospital length of stay after transcatheter aortic valve replacement

Comparison of feasibility and results of frailty assessment methods prior to left ventricular assist device implantation

Sarcopenia, but not frailty, predicts early mortality and adverse events after emergent surgery for metastatic disease of the spine

Frailty is associated with myosteatosis in obese patients with colorectal cancer

Translation and validation of the Thai clinical frailty scale and classification tree in older adults

Total muscle area and visceral adipose tissue measurements for frailty assessment in TAVR patients

Functional compromise reflected by sarcopenia, frailty, and nutritional depletion predicts adverse postoperative outcome after colorectal cancer surgery

Frailty reduces penumbral volumes and attenuates treatment response in hyperacute ischemic stroke

Psoas muscle size as a frailty measure for open and transcatheter aortic valve replacement

Imaging markers of small vessel disease and brain frailty, and outcomes in acute stroke

Prognostic significance of potential frailty criteria

CT of the colon in frail elderly patients

The relationship between the modified frailty index score (mFI-5), malnutrition, body composition, systemic inflammation and short-term clinical outcomes in patients undergoing surgery for colorectal cancer 

 Radiological features for frailty assessment in patients requiring emergency laparotomy

Assessment of frailty prior to TAVI: Can it now be measured objectively?

Minimal preparation CT for the diagnosis of suspected colorectal cancer in the frail and elderly patient

Effect of a short multicomponent exercise intervention focused on muscle power in frail and pre frail elderly: a pilot trial

A standard procedure for creating a frailty index

Estimation of thigh muscle cross-sectional area by dual-energy X-ray absorptiometry in frail elderly patients

The use of minimal preparation computed tomography for the primary investigation of colon cancer in frail or elderly patients

External validation of CLI Frailty Index and assessment of predictive value of modified CLI Frailty Index for patients with critical limb ischemia undergoing infrainguinal revascularization 

The cross-sectional area of erector spinae muscle and the liver-to-spleen ratio are associated with frailty in older patients with diabetes: a cross-sectional study

Preoperative frailty and surgical outcomes across diverse surgical subspecialties in a large health care system

Bowel preparation in CT colonography: electrolyte and renal function disturbances in the frail and elderly patient

Sarcopenia defined by a computed tomography estimate of the psoas muscle area does not predict frailty in geriatric trauma patients

Sarcopenia and frailty in patients undergoing transcatheter aortic valve replacement

A nonlinear relationship between visceral adipose tissue and frailty in adult lung transplant candidates

Systematic review and meta-analysis of the association between frailty and outcome in surgical patients

Core muscle size assessed by perioperative abdominal CT scan is related to mortality, postoperative complications, and hospitalization after major abdominal surgery: a systematic review 

Colorectal cancer is reliably excluded in the frail and elderly population by minimal preparation CT

The scope of CT in investigating iron deficiency anaemia in the context of frailty

The association of CT-assessed fat-free muscle fraction with frailty and malnutrition and the predictive value of their combination in patients undergoing TAVR

Home training with and without additional group training in physically frail old people living at home: effect on health-related quality of life and ambulation

Physical and brain frailty in ischaemic stroke or TIA: shared occurrence and outcomes. A cohort study

Frailty and primary sarcopenia: a review

Frailty and geriatric conditions in older patients with idiopathic pulmonary fibrosis

Frailty and Age‐Associated Assessments Associated with Chronic Kidney Disease and Transplantation Outcomes

Thigh ultrasound used to identify frail elderly patients with sarcopenia undergoing surgery: a pilot study

Computational Thinking as a Novel Framework for Enhancing Cognitive Organization in Older Adults with Cognitive Frailty

CT-derived frailty score outperforms clinical frailty scale for mortality prediction following TAVR

The 6‐minute walk is associated with frailty and predicts mortality in older adults with heart failure

Sex differences in the association between frailty and sarcopenia in patients with cirrhosis

Frailty, core muscle size, and mortality in patients undergoing open abdominal aortic aneurysm repair

Minimal preparation CT: a literature review of a minimally invasive imaging technique for colorectal cancer in a frail, aged population

Are frailty markers associated with serious thoracic and spinal injuries among motor vehicle crash occupants?

Validation of the clinical frailty scale for the prediction of mortality in patients with liver cirrhosis

The association of frailty with adverse outcomes after multisystem trauma: a systematic review and meta-analysis

 CT Imaging Measures of Brain Frailty Correlate with Initial Severity, Outcomes in Ischemic Stroke

Frailty in traumatic brain injury—The significance of temporal muscle thickness

A retrospective observational study of sarcopenia and outcomes in critically ill patients

 Comparison of individual and composite radiographic markers of frailty in trauma

Biomarkers and Clinical Evaluation in the Detection of Frailty

Measurement of sarcopenia in head and neck cancer patients and its association with frailty

Frailty predicts severe postoperative complications after elective colorectal surgery

Abdominal obesity, sarcopenia, and osteoporosis are associated with frailty in men living with and without HIV

Prevalence of sarcopenia and its association with frailty and malnutrition among older patients with sepsis-a cross-sectional study in the emergency department

Contributors, risk associates, and complications of frailty in patients with chronic kidney disease: a scoping review

Effects of non-sporting and sporting qigong on frailty and quality of life among breast cancer patients receiving chemotherapy

Neuroimaging features of depression–frailty phenotype in older adults: a pilot study

Muscle quantity at C3 and/or L3 on routine trauma series computed tomography correlate with brain frailty and clinical frailty scale: a cross-sectional study

An update on frailty in lung transplantation

Prevalence of frailty in patients in chronic kidney disease on conservative treatment and on dialysis

Evaluating frailty, mortality, and complications associated with metastatic spine tumor surgery using machine learning–derived body composition analysis

A comprehensive assessment of frailty status on surgical, functional and oncologic outcomes in patients treated with partial nephrectomy—A large, retrospective, single-center study 

Biological age model using explainable automated CT-based cardiometabolic biomarkers for phenotypic prediction of longevity

CT biomarkers for phenotypic biological aging: emerging concepts and advantages

Deep learning to estimate biological age from chest radiographs

Deep learning-based age estimation from chest CT scans

Novel biological age model using explainable automated CT-based cardiometabolic biomarkers for phenotypic prediction of longevity

Dental age estimation through volume matching of teeth imaged by cone-beam CT

Deep learning enables automatic adult age estimation based on CT reconstruction images of the costal cartilage

Methylome-wide analysis of chronic HIV infection reveals five-year increase in biological age and epigenetic targeting of HLA

CT-based radiomics can identify physiological modifications of bone structure related to subjects' age and sex

Integrating deep learning CT-scan model, biological and clinical variables to predict severity of COVID-19 patients

Biological effects of low-dose chest CT on chromosomal DNA

Quantification of epicardial fat with cardiac CT angiography and association with cardiovascular risk factors in symptomatic patients: from the ALTER-BIO (Alternative Cardiovascular Bio-Imaging markers) registry 

Virtual anthropology and forensic identification using multidetector CT

Biological age predictors

A new approach to the concept and computation of biological age

The human sciences in a biological age

Examination of the dimensions of biological age

Measuring biological age using omics data

Progress in biological age research

Biological age—what is it and can it be measured?

Common methods of biological age estimation

Biological age versus physical fitness age

Measuring biological age via metabonomics: the metabolic age score

Biological age is increased by stress and restored upon recovery

Frailty, fitness and late-life mortality in relation to chronological and biological age

Assessment of biological age by multiple regression analysis

Modeling the rate of senescence: can estimated biological age predict mortality more accurately than chronological age?

A toolkit for quantification of biological age from blood chemistry and organ function test data: BioAge

Disentangling the genetic determinants of human aging: biological age as an alternative to the use of survival measures

Frailty index as a measure of biological age in a Chinese population

Quantification of biological age as a determinant of age-related diseases in the Rotterdam Study

Recalibrating the epigenetic clock: implications for assessing biological age in the human cortex

The assessment of biological age and sex differences of human aging

The influence of physical activities on biological age parameters of the first-year female students from the special medical department

Quantification of biological aging in young adults

An empirical comparative study on biological age estimation algorithms with an application of Work Ability Index (WAI)

Automated segmentation and quantification of the healthy and diseased aorta in CT angiographies using a dedicated deep learning approach

Quantification of the thoracic aorta and detection of aneurysm at CT: development and validation of a fully automatic methodology

Quantification of abdominal aortic calcification: Inherent measurement errors in current computed tomography imaging

Quantification of aortic calcification–How and why should we do it?

Quantitative assessment of the atherosclerotic burden of the aorta by combined FDG-PET and CT image analysis: a new concept

Aorta segmentation with a 3D level set approach and quantification of aortic calcifications in non-contrast chest CT

Automated segmentation and quantification of aortic calcification at abdominal CT: application of a deep learning-based algorithm to a longitudinal screening cohort 

Measurement of the aorta and its branches with helical CT.

AortaAnalyzer: Interactive, integrated CTA aorta segmentation and quantitative analysis platform

Multislice computed tomography for detection of patients with aortic valve stenosis and quantification of severity

The relationship between small pulmonary vascular alteration and aortic atherosclerosis in chronic obstructive pulmonary disease: quantitative CT analysis

Semiautomated quantification of aortic annulus dimensions on cardiac CT for TAVR

Variation in aorta attenuation in contrast-enhanced CT and its implications for calcification thresholds

Quantification of the Thoracic Aorta and Detection of Aneurysm at CT: Development and Validation of a Fully Automatic Methodology

Automatic quantification of calcifications in the coronary arteries and thoracic aorta on radiotherapy planning CT scans of Western and Asian breast cancer patients 

Why and how to measure aortic valve calcification in patients with aortic stenosis

Quantification of aortic annulus in computed tomography angiography: Validation of a fully automatic methodology

Cardiac CT for Aortic Stenosis: Novel Quantitative Techniques for Comprehensive Patient Assessment

Distribution of abdominal aortic calcium by computed tomography: impact of analysis method on quantitative calcium score

Does nonenhanced CT-based quantification of abdominal aortic calcification outperform the Framingham risk score in predicting cardiovascular events in asymptomatic adults? 

Quantification of aortic valve calcification on contrast-enhanced CT of patients prior to transcatheter aortic valve implantation

Quantification of aortic distensibility in abdominal aortic aneurysm using ECG-gated multi-detector computed tomography

Reproducibility of CT measurements of aortic valve calcification, mitral annulus calcification, and aortic wall calcification in the multi-ethnic study of atherosclerosis

Automated multiclass segmentation, quantification, and visualization of the diseased aorta on hybrid PET/CT–SEQUOIA

Quantification of aortic elasticity: development and experimental validation of a method using computed tomography

Aortic valve area calculation in aortic stenosis by CT and Doppler echocardiography

Quantifying microcalcification activity in the thoracic aorta

Regional distribution of extracellular volume quantified by cardiac CT in aortic stenosis: insights into disease mechanisms and impact on outcomes

Quantifying the calcification of abdominal aorta and major side branches with deep learning

Assessment of the thoracic aorta by multidetector computed tomography: age-and sex-specific reference values in adults without evident cardiovascular disease 

Quantification of abdominal aortic calcification on CT

Automatic detection, segmentation and quantification of abdominal aortic aneurysm using computed tomography angiography

Diagnostic accuracy of chest X-ray dose-equivalent CT for assessing calcified atherosclerotic burden of the thoracic aorta

Patient-specific modeling and quantification of the aortic and mitral valves from 4-D cardiac CT and TEE

Aortic Regurgitation: Assessment with 64-Section CT1

Three dimensional volume quantification of aortic valve calcification using multislice computed tomography

Quantifying aortic valve calcification using coronary computed tomography angiography

3D segmentation of abdominal aorta from CT-scan and MR images

Comparison of dual-source computed tomography for the quantification of the aortic valve area in patients with aortic stenosis versus transthoracic echocardiography and invasive hemodynamic assessment 

Artificial Intelligence Provides Accurate Quantification of Thoracic Aortic Enlargement and Dissection in Chest CT

Quantification of aortic valve area with ECG-gated multi-detector spiral computed tomography in patients with aortic stenosis and comparison of two image analysis methods 

Calcifications of the thoracic aorta on extended non-contrast-enhanced cardiac CT

Thoracic aorta calcium detection and quantification using convolutional neural networks in a large cohort of intermediate-risk patients

Accuracy of aortic annular measurements obtained from three-dimensional echocardiography, CT and MRI: human in vitro and in vivo studies

Aortic valve imaging with computed tomography: a review.

CT angiography of the aorta using photon-counting detector CT with reduced contrast media volume

Quantitative thoracic aorta calcification assessment by 18F-NaF PET/CT and its correlation with atherosclerotic cardiovascular disorders and increasing age

Contrast-enhanced computed tomography assessment of aortic stenosis

Validation of three-dimensional echocardiography for quantification of aortic root geometry: comparison with multi-detector computed tomography

Quantification of aortic regurgitant fraction and volume with multi-detector computed tomography: comparison with echocardiography

Aortic Stenosis: Comparative Evaluation of 16–Detector Row CT and Echocardiography1

3D echocardiographic analysis of aortic annulus for transcatheter aortic valve replacement using novel aortic valve quantification software: Comparison with computed tomography 

Quantification of respiratory movement of the aorta and side branches

64-MDCT for diagnosis of aortic regurgitation in patients referred to CT coronary angiography

CT angiography of the aorta: prospective evaluation of individualized low-volume contrast media protocols

Long-term prognostic implications of thoracic aortic calcification on CT using artificial intelligence–based quantification in a screening population: a two-center study

Improved correlation between CT emphysema quantification and pulmonary function test by density correction of volumetric CT data based on air and aortic density 

Semiautomatic vessel wall detection and quantification of wall thickness in computed tomography images of human abdominal aortic aneurysms

Deep learning based automatic quantification of aortic valve calcification on contrast enhanced coronary CT angiography

Aortic valve calcium score quantification by contrast cardiac CT: correlations with echocardiography and optimal thresholds

Interobserver variability in the measurement of abdominal aortic calcification using unenhanced CT

 Relationship between CT anthropometric measurements, adipokines and abdominal aortic calcification

The impact of abdominal fat on abdominal aorta calcification measured on non-enhanced CT

Automated segmentation of thoracic aorta in non-contrast CT images

Effects of age and cardiovascular risk factors on (18) F-FDG PET/CT quantification of atherosclerosis in the aorta and peripheral arteries.

Quantification of aortic valve area at 256-slice computed tomography: comparison with transesophageal echocardiography and cardiac catheterization in subjects with high-grade aortic valve stenosis prior to percutaneous valve replacement 

Detection of macrophages in aortic aneurysms by nanoparticle positron emission tomography–computed tomography

CT predictors of post-procedural aortic regurgitation in patients referred for transcatheter aortic valve implantation: an analysis of 105 patients

Extracellular volume quantification with cardiac late enhancement scanning using dual-source photon-counting detector CT

Abdominal Aorta: Evaluation with Dual-Source Dual-Energy Multidetector CT after Endovascular Repair of Aneurysms—Initial Observations1

A novel software tool for semi-automatic quantification of thoracic aorta dilatation on baseline and follow-up computed tomography angiography

Myocardial fibrosis quantified by cardiac CT predicts outcome in severe aortic stenosis after transcatheter intervention

Prevalence and Clinical Importance of Aortic Valve Calcification Detected Incidentally on CT Scans: Comparison with Echocardiography1

Detection and global quantification of cardiovascular molecular calcification by fluoro18-fluoride positron emission tomography/computed tomography--a novel concept 

Electrocardiographically gated multi–detector row CT for assessment of valvular morphology and calcification in aortic stenosis

3D printing based on cardiac CT assists anatomic visualization prior to transcatheter aortic valve replacement

Quantification of anatomical aortic valve area by multi-detector computed tomography: A pilot 3D-morphological modeling of the stenotic aortic valve

Vascular deformation mapping for CT surveillance of thoracic aortic aneurysm growth

A revised methodology for aortic-valvar complex calcium quantification for transcatheter aortic valve implantation

Artificial intelligence assistance improves reporting efficiency of thoracic aortic aneurysm CT follow-up

Age-dependent ascending aorta mechanics assessed through multiphase CT

Automated 3D segmentation and diameter measurement of the thoracic aorta on non-contrast enhanced CT

Cardiac virtual noncontrast images for calcium quantification with photon-counting detector CT

Quantification of aortic valve calcifications detected during lung cancer-screening CT helps stratify subjects necessitating echocardiography for aortic stenosis diagnosis 

Quantitative determination of aortic regurgitant volumes in dogs by ultrafast computed tomography.

Myocardial extracellular volume quantification using CT for the identification of occult cardiac amyloidosis in patients with severe aortic stenosis referred for transcatheter aortic valve replacement 

CT signal heterogeneity of abdominal aortic aneurysm as a possible predictive biomarker for expansion

Imaging of aortic aneurysms and dissection: CT and MRI

A new method for quantification of false lumen thrombosis in aortic dissection using magnetic resonance imaging and a blood pool contrast agent

Tin-filtered low-dose chest CT to quantify macroscopic calcification burden of the thoracic aorta

Quantitative computed tomography angiography for the evaluation of valvular fibrocalcific volume in aortic stenosis

A positron emission tomography/computed tomography (PET/CT) evaluation of asymptomatic abdominal aortic aneurysms: another point of view

Quantification of abdominal aortic calcification using photon-counting CT angiography: an imaging biomarker for high-risk cardiovascular patients

Review of CT angiography of aorta

Fully automated guideline-compliant diameter measurements of the thoracic aorta on ECG-gated CT angiography using deep learning

Quantitative assessment of abdominal aortic aneurysm geometry

Iodine quantification with dual-energy CT: phantom study and preliminary experience with renal masses

Iterative reconstruction incorporating background correction improves quantification of [18F]-NaF PET/CT images of patients with abdominal aortic aneurysm

Quantification of coronary arterial stenoses by multidetector CT angiography in comparison with conventional angiography: methods, caveats, and implications

Detection and quantification of coronary artery calcification with electron-beam and conventional CT

Quantification of coronary artery calcium on the basis of dual-energy coronary CT angiography

CT of coronary artery disease

Calcification of coronary arteries: detection and quantification with double-helix CT.

Coronary Artery Calcium: A Multi-institutional, Multimanufacturer International Standard for Quantification at Cardiac CT1

Myocardial blood flow quantification for evaluation of coronary artery disease by computed tomography

Automated 3-dimensional quantification of noncalcified and calcified coronary plaque from coronary CT angiography

Quantitative measurements of coronary arterial stenosis, plaque geometry, and composition are highly reproducible with a standardized coronary arterial computed tomographic approach in high-quality CT datasets 

CT coronary angiography: coronary CT-flow quantification supplements morphological stenosis analysis

Automated three-dimensional quantification of noncalcified coronary plaque from coronary CT angiography: comparison with intravascular US

Coronary artery calcium: absolute quantification in nonenhanced and contrast-enhanced multi–detector row CT studies

Coronary artery calcium: accuracy and reproducibility of measurements with multi–detector row CT—assessment of effects of different thresholds and quantification methods 

Quantification of coronary atherosclerosis in the assessment of coronary artery disease

Quantification of coronary artery stenoses by computed tomography

Artificial intelligence–based coronary stenosis quantification at coronary CT angiography versus quantitative coronary angiography

Coronary artery stenosis quantification using multislice computed tomography

CT of coronary artery disease

Automatic segmentation, detection and quantification of coronary artery stenoses on CTA

Additive value of semiautomated quantification of coronary artery disease using cardiac computed tomographic angiography to predict future acute coronary syndrome 

Automated quantification of stenosis severity on 64-slice CT: a comparison with quantitative coronary angiography

Coronary CT angiography–derived plaque quantification with artificial intelligence CT fractional flow reserve for the identification of lesion-specific ischemia

Quantification of obstructive and nonobstructive coronary lesions by 64-slice computed tomography: a comparative study with quantitative coronary angiography and intravascular ultrasound 

Clinical quantitative coronary artery stenosis and coronary atherosclerosis imaging: a Consensus Statement from the Quantitative Cardiovascular Imaging Study Group 

Deep learning-based stenosis quantification from coronary CT angiography

Evaluation of subsecond gated helical CT for quantification of coronary artery calcium and comparison with electron beam CT

Quantification of calcium burden by coronary CT angiography compared to optical coherence tomography

Coronary atherosclerosis imaging by coronary CT angiography: current status, correlation with intravascular interrogation and meta-analysis

Coronary artery calcium quantification at multi–detector row helical CT versus electron-beam CT

Reproducibility of noncalcified coronary artery plaque burden quantification from coronary CT angiography across different image analysis platforms

Optimized energy of spectral coronary CT angiography for coronary plaque detection and quantification

Helical and single-slice conventional CT versus electron beam CT for the quantification of coronary artery calcification

Coronary stenosis quantification with ultra-high-resolution photon-counting detector CT angiography: comparison with 3D quantitative coronary angiography

Coronary CT angiography

Quantification of coronary artery stenosis with high-resolution CT in comparison with histopathology in an ex vivo study

Quantification of epicardial and peri-coronary fat using cardiac computed tomography; reproducibility and relation with obesity and metabolic syndrome in patients suspected of coronary artery disease 

Coronary CT angiography versus intravascular ultrasound for estimation of coronary stenosis and atherosclerotic plaque burden: a meta-analysis

 Deep learning-enabled coronary CT angiography for plaque and stenosis quantification and cardiac risk prediction: an international multicentre study

An automated quantification method for the Agatston coronary artery calcium score on coronary computed tomography angiography

Coronary artery disease: diagnostic accuracy of CT coronary angiography—a comparison of high and standard spatial resolution scanning

Motion artifact recognition and quantification in coronary CT angiography using convolutional neural networks

Quantification of left coronary bifurcation angles and plaques by coronary computed tomography angiography for prediction of significant coronary stenosis: A preliminary study with dual-source CT 

Coronary artery calcium quantification at multi–detector row CT: influence of heart rate and measurement methods on interacquisition variability—initial experience

Coronary artery stenosis quantification in patients with dense calcifications using ultra-high-resolution photon-counting-detector computed tomography

Automatic quantification of calcifications in the coronary arteries and thoracic aorta on radiotherapy planning CT scans of Western and Asian breast cancer patients 

Coronary plaque characterization using CT

Quantification of coronary plaque by 64-slice computed tomography: a comparison with quantitative intracoronary ultrasound

Methods for quantification of coronary artery calcifications with electron beam and conventional CT and pushing the spiral CT envelope: new cardiac applications

 Coronary CT angiography in managing atherosclerosis

Relationship between coronary artery disease and epicardial adipose tissue quantification at cardiac CT: comparison between automatic volumetric measurement and manual bidimensional estimation 

Accuracy of 16-slice multi-detector CT to quantify the degree of coronary artery stenosis: assessment of cross-sectional and longitudinal vessel reconstructions 

How to quantify coronary atherosclerotic plaque using computed tomography

Automatic detection and quantification of coronary calcium on 3D CT angiography data

Stenosis quantification of coronary arteries in coronary vessel phantoms with second-generation dual-source CT: influence of measurement parameters and limitations 

Quantification of the myocardial area at risk using coronary CT angiography and Voronoi algorithm-based myocardial segmentation

Comprehensive plaque assessment by coronary CT angiography

Reproducibility of coronary artery calcium quantification on dual-source CT and dual-source photon-counting CT: a dynamic phantom study

 Quantification of coronary artery calcification using ultrafast computed tomography: reproducibility of measurements

Automated quantification of coronary plaque with computed tomography: comparison with intravascular ultrasound using a dedicated registration algorithm for fusion-based quantification 

Quantification of nonculprit coronary lesions: comparison of cardiac 64-MDCT and invasive coronary angiography

Coronary artery calcium quantification from contrast enhanced CT using gemstone spectral imaging and material decomposition

Iterative image reconstruction techniques for CT coronary artery calcium quantification: comparison with traditional filtered back projection in vitro and in vivo

Identification of risk of cardiovascular disease by automatic quantification of coronary artery calcifications on radiotherapy planning CT scans in patients with breast cancer 

Coronary artery calcium quantification on first, second and third generation dual source CT: A comparison study

Quantification of coronary artery stenosis in very-high-risk patients using ultra-high resolution spectral photon-counting CT

Quantification of coronary artery stenosis in very-high-risk patients using ultra-high resolution spectral photon-counting CT

Quantifying coronary artery calcification from a contrast-enhanced cardiac computed tomography angiography study

Quantification and characterization of carotid calcium with multi-detector CT-angiography

Coronary plaque quantification and fractional flow reserve by coronary computed tomography angiography identify ischaemia-causing lesions

Quantification and characterisation of coronary artery plaque volume and adverse plaque features by coronary computed tomographic angiography: a direct comparison to intravascular ultrasound 

Photon-counting detector CT virtual monoenergetic images for coronary artery stenosis quantification: phantom and in vivo evaluation

Coronary artery stenoses: detection with calcium scoring, CT angiography, and both methods combined

Cardiac CT: state of the art for the detection of coronary arterial stenosis

 three-dimensional quantification of calcified and non-calcified plaques in coronary arteries based on computed tomography coronary angiography images: Comparison with expert's annotations and virtual histology intravascular ultrasound 

Coronary artery calcium score quantification using a deep-learning algorithm

Impact of monochromatic coronary computed tomography angiography from single-source dual-energy CT on coronary stenosis quantification

Coronary artery calcification detected with ultrafast CT as an indication of coronary artery disease.

Quantification of coronary artery calcium by electron beam computed tomography for determination of severity of angiographic coronary artery disease in younger patients 

Artificial Intelligence–based Coronary Plaque Quantification Using Coronary CT Angiography: Current Insights and Future Directions

Coronary artery CT calcium score assessed by direct calcium quantification using atomic absorption spectroscopy and compared to macroscopic and histological assessments 

Automated total and vessel-specific coronary artery calcium (CAC) quantification on chest CT: direct comparison with CAC scoring on non-contrast cardiac CT

Atherosclerotic plaque characterization by CT angiography for identification of high-risk coronary artery lesions: a comparison to optical coherence tomography

CT comparison of visual and computerised quantification of coronary stenosis according to plaque composition

Prospective validation of standardized, 3-dimensional, quantitative coronary computed tomographic plaque measurements using radiofrequency backscatter intravascular ultrasound as reference standard in intermediate coronary arterial lesions: results from the ATLANTA (assessment of tissue characteristics, lesion morphology, and hemodynamics by angiography with fractional flow reserve, intravascular ultrasound and virtual histology, and noninvasive computed tomography in atherosclerotic plaques) I study 

Calcified coronary artery plaque measurement with cardiac CT in population-based studies: standardized protocol of Multi-Ethnic Study of Atherosclerosis (MESA) and Coronary Artery Risk Development in Young Adults (CARDIA) study 

Automatic coronary artery plaque quantification and CAD-RADS prediction using mesh priors

Imaging of coronary atherosclerosis by computed tomography

Coronary artery calcium measurement: agreement of multirow detector and electron beam CT

Clinical feasibility of 3D automated coronary atherosclerotic plaque quantification algorithm on coronary computed tomography angiography: comparison with intravascular ultrasound 

Hybrid imaging using quantitative H215O PET and CT-based coronary angiography for the detection of coronary artery disease

Stenosis quantification in coronary CT angiography: impact of an integrated circuit detector with iterative reconstruction

Quantification of epicardial adipose tissue in coronary calcium score and CT coronary angiography image data sets: comparison of attenuation values, thickness and volumes 

Automated coronary artery calcification scoring in non-gated chest CT: agreement and reliability

Quantification of coronary artery calcium in nongated CT to predict cardiovascular events in male lung cancer screening participants: results of the NELSON study 

Additive value of epicardial adipose tissue quantification to coronary CT angiography–derived plaque characterization and CT fractional flow reserve for the prediction of lesion-specific ischemia 

A recurrent CNN for automatic detection and classification of coronary artery plaque and stenosis in coronary CT angiography

Comparison of serial quantitative evaluation of calcified coronary artery plaque by ultrafast computed tomography in persons with and without obstructive coronary artery disease 

Quantification of coronary flow using dynamic angiography with 320-detector row CT and motion coherence image processing: detection of ischemia for intermediate coronary stenosis 

Automatic quantification and characterization of coronary atherosclerosis with computed tomography coronary angiography: cross-correlation with intravascular ultrasound virtual histology 

CT in transcatheter aortic valve replacement

CT and MR imaging of the pulmonary valve

Multislice computed tomography for detection of patients with aortic valve stenosis and quantification of severity

Quantification of aortic valve area at 256-slice computed tomography: comparison with transesophageal echocardiography and cardiac catheterization in subjects with high-grade aortic valve stenosis prior to percutaneous valve replacement 

Three dimensional volume quantification of aortic valve calcification using multislice computed tomography

CT in transcatheter aortic valve replacement

Precision of forty slice spiral computed tomography for quantifying aortic valve stenosis: comparison with echocardiography and validation against cardiac catheterization 

Semiautomated quantification of aortic annulus dimensions on cardiac CT for TAVR

Quantification of aortic valve calcification on contrast-enhanced CT of patients prior to transcatheter aortic valve implantation

Quantification of aortic valve stenosis: head-to-head comparison of 64-slice spiral computed tomography with transesophageal and transthoracic echocardiography and cardiac catheterization 

Quantification of aortic valve area with ECG-gated multi-detector spiral computed tomography in patients with aortic stenosis and comparison of two image analysis methods 

Imaging of cardiac valves by computed tomography

CT and MR imaging of the aortic valve: radiologic-pathologic correlation

3D echocardiographic analysis of aortic annulus for transcatheter aortic valve replacement using novel aortic valve quantification software: Comparison with computed tomography 

Quantification of anatomical aortic valve area by multi-detector computed tomography: A pilot 3D-morphological modeling of the stenotic aortic valve

Patient-specific modeling and quantification of the aortic and mitral valves from 4-D cardiac CT and TEE

A revised methodology for aortic-valvar complex calcium quantification for transcatheter aortic valve implantation

Comparison of dual-source computed tomography for the quantification of the aortic valve area in patients with aortic stenosis versus transthoracic echocardiography and invasive hemodynamic assessment 

Comparison of quantity of calcific deposits by multidetector computed tomography in the aortic valve and coronary arteries

Quantification of functional mitral valve regurgitation in patients with congestive heart failure: comparison of electron-beam computed tomography with cardiac catheterization 

Quantification of functional hemodynamics in aortic valve disease using cardiac computed tomography angiography

Automated cardiac valve tracking for flow quantification with four-dimensional flow MRI

Multidetector CT imaging of mechanical prosthetic heart valves: quantification of artifacts with a pulsatile in-vitro model

Quantification of aortic valve calcification using multislice spiral computed tomography: comparison with atomic absorption spectroscopy

Non-calcific aortic tissue quantified from computed tomography angiography improves diagnosis and prognostication of patients referred for transcatheter aortic valve implantation 

Validation of a three-dimensional computed tomography reconstruction tool for aortic valve calcium quantification

Quantification of aortic valve calcification with electron beam tomography: a histomorphometric validation study

Deep learning based automatic quantification of aortic valve calcification on contrast enhanced coronary CT angiography

Quantification of aortic valve calcification in contrast-enhanced computed tomography

Reproducibility of CT measurements of aortic valve calcification, mitral annulus calcification, and aortic wall calcification in the multi-ethnic study of atherosclerosis

Objective quantification of aortic valvular structures by cardiac computed tomography angiography in patients considered for transcatheter aortic valve implantation

Why and how to measure aortic valve calcification in patients with aortic stenosis

CT and MR imaging prior to transcatheter aortic valve implantation: standardisation of scanning protocols, measurements and reporting—a consensus document by the European Society of Cardiovascular Radiology (ESCR) 

Calcification of the aortic valve and mitral apparatus: location, quantification and implications for device selection

Automated quantification of bileaflet mechanical heart valve leaflet angles in CT images

Aortic valves stenosis and regurgitation: assessment with dual source computed tomography

Automated quantification of mitral valve geometry on multi-slice computed tomography in patients with dilated cardiomyopathy–implications for transcatheter mitral valve replacement 

Quantification of abdominal aortic calcification: Inherent measurement errors in current computed tomography imaging

Dynamic model-driven quantitative and visual evaluation of the aortic valve from 4D CT

Automatic valve plane localization in myocardial perfusion SPECT/CT by machine learning: anatomic and clinical validation

 Quantification of aortic annulus in computed tomography angiography: Validation of a fully automatic methodology

Quantification of mitral valve regurgitation by left ventricular volume and flow measurements using electron beam computed tomography: comparison with magnetic resonance imaging 

Characterization of aortic valve stenosis by CT angiography in a diverse US cohort

3D printing based on cardiac CT assists anatomic visualization prior to transcatheter aortic valve replacement

Prevalence and Clinical Importance of Aortic Valve Calcification Detected Incidentally on CT Scans: Comparison with Echocardiography1

Myocardial extracellular volume quantification using CT for the identification of occult cardiac amyloidosis in patients with severe aortic stenosis referred for transcatheter aortic valve replacement 

Aortic valve calcification on computed tomography predicts the severity of aortic stenosis

Quantification of aortic valve fibrotic and calcific tissue from CTA: prospective comparison with histology

Sixty-four slice CT evaluation of aortic stenosis using planimetry of the aortic valve area

Imaging evaluation of tricuspid valve: analysis of morphology and function with CT and MRI

Evaluation of aortic root and valve calcifications by multi-detector computed tomography

Development of a deep learning-based algorithm for the automatic detection and quantification of aortic valve calcium

Quantification of stenotic mitral valve area and diagnostic accuracy of mitral stenosis by dual-source computed tomography in patients with atrial fibrillation: comparison with cardiovascular magnetic resonance and transthoracic echocardiography 

 Preoperative quantification of aortic valve stenosis: comparison of 64-slice computed tomography with transesophageal and transthoracic echocardiography and size of implanted prosthesis 

Sex differences in aortic valve calcification measured by multidetector computed tomography in aortic stenosis

CT and MR imaging of the pulmonary valve

Cardiac computed tomography and magnetic resonance imaging in the evaluation of mitral and tricuspid valve disease: implications for transcatheter interventions

Mitral Regurgitation: Quantification with 16–Detector Row CT—Initial Experience1

Aortic Valve Area Assessment: Multidetector CT Compared with Cine MR Imaging and Transthoracic and Transesophageal Echocardiography1

Quantification of myocardial extracellular volume with planning computed tomography for transcatheter aortic valve replacement to identify occult cardiac amyloidosis in patients with severe aortic stenosis 

Aortic valve calcium score quantification by contrast cardiac CT: correlations with echocardiography and optimal thresholds

CT angiography of the cardiac valves: normal, diseased, and postoperative appearances

Electrocardiographically gated multi–detector row CT for assessment of valvular morphology and calcification in aortic stenosis

Early aortic valve inflammation precedes calcification: a longitudinal FDG-PET/CT study

Quantification of aortic valve calcifications detected during lung cancer-screening CT helps stratify subjects necessitating echocardiography for aortic stenosis diagnosis 

Mitral valve morphology assessment: three-dimensional transesophageal echocardiography versus computed tomography

Aortic valve calcification as a marker for aortic stenosis severity: assessment on 16-MDCT

Transcatheter aortic valve implantation: role of multi-detector row computed tomography to evaluate prosthesis positioning and deployment in relation to valve function

Aortic annulus diameter determination by multidetector computed tomography: reproducibility, applicability, and implications for transcatheter aortic valve implantation

Aortic valve area: meta-analysis of diagnostic performance of multi-detector computed tomography for aortic valve area measurements as compared to transthoracic echocardiography 

Aortic valve area calculation in aortic stenosis by CT and Doppler echocardiography

Computed tomography assessment of lung volume changes after bronchial valve treatment

Identifying cardiac amyloid in aortic stenosis: ECV quantification by CT in TAVR patients

Myocardial extracellular volume quantification by computed tomography predicts outcomes in patients with severe aortic stenosis

In Vitro Calcification of Bioprosthetic Heart Valves: Method Validation by Comparative Heart Valve Calcification Testing

Multidetector computed tomography in transcatheter aortic valve implantation

Measurement of myocardial extracellular volume fraction by using equilibrium contrast-enhanced CT: validation against histologic findings

Assessment of mitral valve anatomy and geometry with multislice computed tomography

Complete valvular heart apparatus model from 4D cardiac CT

Lobar quantification by ventilation/perfusion SPECT/CT in patients with severe emphysema undergoing lung volume reduction with endobronchial valves

Feasibility and accuracy of aortic valve calcium quantification on computed tomographic angiography in aortic stenosis

A cardiac computed tomography–based score to categorize mitral annular calcification severity and predict valve embolization

Extracellular volume quantification by dynamic equilibrium cardiac computed tomography in cardiac amyloidosis

Association of cardiovascular risk factors to aortic valve calcification as quantified by electron beam computed tomography

Evaluation of anatomic valve opening and leaflet morphology in aortic valve bioprosthesis by using multidetector CT: comparison with transthoracic echocardiography

Diagnostic performance of MDCT for detecting aortic valve regurgitation

Assessment of valvular calcification and inflammation by positron emission tomography in patients with aortic stenosis

Noninvasive evaluation of the aortic root with multislice computed tomography: implications for transcatheter aortic valve replacement

Quantification of mitral regurgitation on cardiac computed tomography: comparison with qualitative and quantitative echocardiographic parameters

Automated quantitative 3-dimensional modeling of the aortic valve and root by 3-dimensional transesophageal echocardiography in normals, aortic regurgitation, and aortic stenosis: comparison to computed tomography in normals and clinical implications 

SCCT expert consensus document on computed tomography imaging before transcatheter aortic valve implantation (TAVI)/transcatheter aortic valve replacement (TAVR) 

Mitral valve imaging with CT: relationship with transcatheter mitral valve interventions

Aortic valve calcification as an incidental finding at CT of the elderly: severity and location as predictors of aortic stenosis

Evaluation and clinical implications of aortic valve calcification measured by electron-beam computed tomography

Artificial intelligence for the measurement of the aortic valve annulus

Comparison of aortic root dimensions and geometries before and after transcatheter aortic valve implantation by 2-and 3-dimensional transesophageal echocardiography and multislice computed tomography 

Regional distribution of extracellular volume quantified by cardiac CT in aortic stenosis: insights into disease mechanisms and impact on outcomes

Aortic valve calcification as quantified with multislice computed tomography predicts short-term clinical outcome in patients with asymptomatic aortic stenosis

CT and MR imaging of the mitral valve: radiologic-pathologic correlation

CT predictors of post-procedural aortic regurgitation in patients referred for transcatheter aortic valve implantation: an analysis of 105 patients

Comparison between three-dimensional echocardiography and computed tomography for comprehensive tricuspid annulus and valve assessment in severe tricuspid regurgitation: implications for tricuspid regurgitation grading and transcatheter therapies 

Three-dimensional echocardiography compared with computed tomography to determine mitral annulus size before transcatheter mitral valve implantation

Coronary Calcium Measurements: Effect of CT Scanner Type and Calcium Measure on Rescan Reproducibility—MESA Study1

Coronary Artery Calcium: A Multi-institutional, Multimanufacturer International Standard for Quantification at Cardiac CT1

Relationship of coronary calcium on standard chest CT scans with mortality

Visibility of calcium on MR and CT: can MR show calcium that CT cannot?

Measuring coronary calcium on CT images adjusted for attenuation differences

CT calcium scoring. History, current status and outlook

Deep learning for automatic calcium scoring in CT: validation using multiple cardiac CT and chest CT protocols

Dual-energy CT discrimination of iodine and calcium: experimental results and implications for lower extremity CT angiography

Measurement of phantomless thoracic bone mineral density on coronary artery calcium CT scans acquired with various CT scanner models

Quantification and characterization of carotid calcium with multi-detector CT-angiography

An update on coronary artery calcium interpretation at chest and cardiac CT

Assessment of calcium scoring performance in cardiac computed tomography

Coronary artery stenoses: detection with calcium scoring, CT angiography, and both methods combined

Evaluation of calcium concentration in bones from CT scans

Quantification of coronary artery calcium on the basis of dual-energy coronary CT angiography

Direct automatic coronary calcium scoring in cardiac and chest CT

Coronary artery calcium: absolute quantification in nonenhanced and contrast-enhanced multi–detector row CT studies

Coronary calcium screening with dual-source CT: reliability of ungated, high-pitch chest CT in comparison with dedicated calcium-scoring CT

Coronary artery calcium measurement: agreement of multirow detector and electron beam CT

Impact of coronary artery calcium characteristics on accuracy of CT angiography

Agreement of visual estimation of coronary artery calcium from low-dose CT attenuation correction scans in hybrid PET/CT and SPECT/CT with standard Agatston score 

Quantification of calcium in solitary pulmonary nodules using single-and dual-energy CT.

Comparison of nongated chest CT and dedicated calcium scoring CT for coronary calcium quantification using a 256-dector row CT scanner

Determination of coronary calcium with multi-slice spiral computed tomography: a comparative study with electron-beam CT

Electron-beam CT: use of a calibration phantom to reduce variability in calcium quantitation.

Calcium scoring at coronary CT angiography using deep learning

Calcium scoring using 64-slice MDCT, dual source CT and EBT: a comparative phantom study

Association of coronary artery calcium detected by routine ungated CT imaging with cardiovascular outcomes

Coronary artery calcium: accuracy and reproducibility of measurements with multi–detector row CT—assessment of effects of different thresholds and quantification methods 

Improved coronary calcium detection and quantification with low-dose full field-of-view photon-counting CT: a phantom study

Evaluation of subsecond gated helical CT for quantification of coronary artery calcium and comparison with electron beam CT

An evaluation of automatic coronary artery calcium scoring methods with cardiac CT using the orCaScore framework

Impact of iterative reconstruction on CT coronary calcium quantification

Detection of coronary calcium during standard chest computed tomography correlates with multi-detector computed tomography coronary artery calcium score

Assessment of Agatston coronary artery calcium score using contrast-enhanced CT coronary angiography

Deep-learning-based coronary artery calcium detection from CT image

Photon-counting detector CT-based vascular calcium removal algorithm: assessment using a cardiac motion phantom

Coronary artery calcium quantification at multi–detector row helical CT versus electron-beam CT

Virtual non-calcium dual-energy CT: clinical applications

Dual-energy CT: virtual calcium subtraction for assessment of bone marrow involvement of the spine in multiple myeloma

How well does dual-energy CT with fast kilovoltage switching quantify CT number and iodine and calcium concentrations?

Coronary artery and thoracic calcium on noncontrast thoracic CT scans: comparison of ungated and gated examinations in patients from the COPD Gene cohort 

Automatic coronary artery calcium scoring in cardiac CT angiography using paired convolutional neural networks

Dose reduction for CT coronary calcium scoring with a calcium-aware image reconstruction technique: a phantom study

Prognostic value of coronary CT angiography and calcium score for major adverse cardiac events in outpatients

Diagnostic performance of coronary CT angiography for stenosis detection according to calcium score: systematic review and meta-analysis

Accuracy of calcium scoring calculated from contrast-enhanced coronary computed tomography angiography using a dual-layer spectral CT: a comparison of calcium scoring from real and virtual non-contrast data 

Coronary artery calcium scoring with photon-counting CT: first in vivo human experience

Validation and prognosis of coronary artery calcium scoring in nontriggered thoracic computed tomography: systematic review and meta-analysis

Coronary Artery Calcium Scoring on Dedicated Cardiac CT and Noncardiac CT Scans

Current and future applications of CT coronary calcium assessment

Calcium stone fragility is predicted by helical CT attenuation values

The latest on the calcium story

Reproducibility of coronary artery calcium quantification on dual-source CT and dual-source photon-counting CT: a dynamic phantom study

Role of nonenhanced multidetector CT coronary artery calcium testing in asymptomatic and symptomatic individuals

Computer-aided non-contrast CT-based quantification of pericardial and thoracic fat and their associations with coronary calcium and metabolic syndrome

Coronary artery calcium can predict all-cause mortality and cardiovascular events on low-dose CT screening for lung cancer

2016 SCCT/STR guidelines for coronary artery calcium scoring of noncontrast noncardiac chest CT scans: a report of the Society of Cardiovascular Computed Tomography and Society of Thoracic Radiology 

Automatic coronary artery calcium scoring on routine chest computed tomography (CT): comparison of a deep learning algorithm and a dedicated calcium scoring CT

Coronary calcium scoring potential of large field-of-view spectral photon-counting CT: a phantom study

Coronary artery disease: improved reproducibility of calcium scoring with an electron-beam CT volumetric method.

Reproducibility and accuracy of coronary calcium measurements with multi–detector row versus electron-beam CT

Automatic calcium scoring in low-dose chest CT using deep neural networks with dilated convolutions

Coronary calcium scoring with partial volume correction in anthropomorphic thorax phantom and screening chest CT images

Coronary artery calcium quantification from contrast enhanced CT using gemstone spectral imaging and material decomposition

Coronary artery calcium scoring on non-gated, non-contrast chest computed tomography (CT) using wide-detector, high-pitch and fast gantry rotation: comparison with dedicated calcium scoring CT 

Coronary calcium screening using low-dose lung cancer screening: effectiveness of MDCT with retrospective reconstruction

Computed tomography calcium quantification as a measure of atherosclerotic plaque morphology and stability

Coronary artery calcium measurement with multi–detector row CT: in vitro assessment of effect of radiation dose

Dual-energy CT to differentiate small foci of intracranial hemorrhage from calcium

Automatic detection and quantification of coronary calcium on 3D CT angiography data

Measurement of coronary artery calcium with dual-slice helical CT compared with coronary angiography: evaluation of CT scoring methods, interobserver variations, and reproducibility 

CT imaging for evaluation of calcium crystal deposition in the knee: initial experience from the Multicenter Osteoarthritis (MOST) study

Carotid bifurcation calcium and correlation with percent stenosis of the internal carotid artery on CT angiography

Automatic coronary calcium scoring in chest CT using a deep neural network in direct comparison with non-contrast cardiac CT: a validation study

Can nontriggered thoracic CT be used for coronary artery calcium scoring? A phantom study

Quantification of calcium burden by coronary CT angiography compared to optical coherence tomography

A supervised classification-based method for coronary calcium detection in non-contrast CT

Multidetector-row cardiac CT: diagnostic value of calcium scoring and CT coronary angiography in patients with symptomatic, but atypical, chest pain

Dual-energy CT virtual non-calcium technique for detection of bone marrow edema in patients with vertebral fractures: a prospective feasibility study on a single-source volume CT scanner 

A method for calcium quantification by means of CT coronary angiography using 64-multidetector CT: very high correlation with Agatston and volume scores

Quantification of epicardial adipose tissue in coronary calcium score and CT coronary angiography image data sets: comparison of attenuation values, thickness and volumesQuantification of epicardial adipose tissue in coronary calcium score and CT coronary angiography image data sets: comparison of attenuation values, thickness and volumes 

Scan length adjustment of CT coronary angiography using the calcium scoring scan: effect on radiation dose

Electron beam CT versus 16-slice spiral CT: how accurately can we measure coronary artery calcium volume?

Radiation dose optimization for photon-counting CT coronary artery calcium scoring for different patient sizes: a dynamic phantom study

Virtual non-contrast CT using dual-energy spectral CT: feasibility of coronary artery calcium scoring

Spiral versus electron-beam CT for coronary artery calcium scoring

Influence of coronary calcium on diagnostic performance of machine learning CT-FFR: results from MACHINE registry

Cardiac virtual noncontrast images for calcium quantification with photon-counting detector CT

Coronary calcium scoring with first generation dual-source photon-counting CT—first evidence from phantom and in-vivo scans

Effect of temporal resolution on calcium scoring: insights from photon-counting detector CT

Coronary CT angiography outperforms calcium imaging in the triage of acute coronary syndrome

Use of cardiac CT and calcium scoring for detecting coronary plaque: implications on prognosis and patient management

Calcium scoring and contrast-enhanced CT angiography

Reproducibility of coronary calcium quantification in repeat examinations with retrospectively ECG-gated multisection spiral CT

Risk stratification of non-contrast CT beyond the coronary calcium scan

A comparative regional analysis of coronary atherosclerosis and calcium score on multislice CT versus myocardial perfusion on SPECT

Prognostic value of coronary computed tomography (CT) angiography and coronary artery calcium score performed before revascularization

Removal efficiency of calcium hydroxide intracanal medicament with two calcium chelators: volumetric analysis using spiral CT, an in vitro study

Fully automatic coronary calcium scoring in non-ECG-gated low-dose chest CT: comparison with ECG-gated cardiac CT

Coronary plaque characterization using CT

Comprehensive plaque assessment by coronary CT angiography

Plaque imaging with CT—a comprehensive review on coronary CT angiography based risk assessment

Plaque assessment by coronary CT

Detection of coronary plaque by computed tomography with a novel plaque analysis system,Plaque Map', and comparison with intravascular ultrasound and angioscopy 

Nonstenotic carotid plaque on CT angiography in patients with cryptogenic stroke

The correlation between carotid plaque ulceration and cerebral infarction seen on CT scan

Coronary CT angiography and high-risk plaque morphology

CT imaging of the vulnerable plaque

Carotid plaque analysis: comparison of dual-source computed tomography (CT) findings and histopathological correlation

Spectral CT of carotid atherosclerotic plaque: comparison with histology

Atherosclerotic plaque composition: analysis with multicolor CT and targeted gold nanoparticles

Coronary CT angiography versus intravascular ultrasound for estimation of coronary stenosis and atherosclerotic plaque burden: a meta-analysis

Noninvasive characterization of plaque morphology using helical computed tomography

Automated three-dimensional quantification of noncalcified coronary plaque from coronary CT angiography: comparison with intravascular US

Automated quantification of coronary plaque with computed tomography: comparison with intravascular ultrasound using a dedicated registration algorithm for fusion-based quantification 

How to quantify coronary atherosclerotic plaque using computed tomography

Tomographic (plaque) imaging: state of the art

Coronary CT angiography (CCTA) and advances in CT plaque imaging

Atherosclerotic plaque composition and classification identified by coronary computed tomography: assessment of computed tomography–generated plaque maps compared with virtual histology intravascular ultrasound and histology 

Composition of the stable carotid plaque: insights from a multidetector computed tomography study of plaque volume

CT imaging features of carotid artery plaque vulnerability

Atherosclerotic plaque at the carotid bifurcation: CT angiographic appearance with histopathologic correlation

Relationship between degree of remodeling and CT attenuation of plaque in coronary atherosclerotic lesions: an in-vivo analysis by multi-detector computed tomography. 

Tomographic plaque imaging with CT: technical considerations and capabilities

Dual-energy computed tomography imaging to determine atherosclerotic plaque composition: a prospective study with tissue validation

Coronary CT angiography: variability of CT scanners and readers in measurement of plaque volume

How to assess non-calcified plaque in CT angiography: delineation methods affect diagnostic accuracy of low-attenuation plaque by CT for lipid-core plaque in histology 

Characterization of carotid plaque hemorrhage: a CT angiography and MR intraplaque hemorrhage study

Characterization of non-calcified coronary atherosclerotic plaque by multi-detector row CT: comparison to IVUS

Artificial intelligence in computed tomography plaque characterization: A review

Quantification of coronary plaque by 64-slice computed tomography: a comparison with quantitative intracoronary ultrasound

Effect of statin treatment on coronary plaque progression–a serial coronary CT angiography study

Atherosclerotic plaque characterization by CT angiography for identification of high-risk coronary artery lesions: a comparison to optical coherence tomography

Noninvasive imaging of atherosclerotic plaque progression: status of coronary computed tomography angiography

Evaluation of plaque morphology by coronary CT angiography

DECT evaluation of noncalcified coronary artery plaque

High-resolution CT imaging of carotid artery atherosclerotic plaques

Spectral CT imaging of vulnerable plaque with two independent biomarkers

Noninvasive detection and evaluation of atherosclerotic coronary plaques with multislice computed tomography

Noninvasive detection and evaluation of atherosclerotic coronary plaques with multislice computed tomography

Volumetric quantification of atherosclerotic plaque in CT considering partial volume effect

Computed tomography calcium quantification as a measure of atherosclerotic plaque morphology and stability

Phase-contrast CT: qualitative and quantitative evaluation of atherosclerotic carotid artery plaque

Association between carotid artery plaque ulceration and plaque composition evaluated with multidetector CT angiography

First in-human quantitative plaque characterization with ultra-high resolution coronary photon-counting CT angiography

High-risk plaque features on coronary CT angiography

Coronary plaque imaging with multislice computed tomography: technique and clinical applications

Coronary plaque burden at coronary CT angiography in asymptomatic men and women

Carotid artery plaque characterization using CT multienergy imaging

PET/CT for atherosclerotic plaque imaging

Can CT detect the vulnerable coronary plaque?

Ex vivo coronary atherosclerotic plaque characterization with multi-detector-row CT

Detection and quantification of coronary atherosclerotic plaque by 64-slice multidetector CT: a systematic head-to-head comparison with intravascular ultrasound 

Imaging atherosclerosis and vulnerable plaque

Methods of plaque quantification and characterization by cardiac computed tomography

Relationship of epicardial fat volume to coronary plaque, severe coronary stenosis, and high-risk coronary plaque features assessed by coronary CT angiography 

Atherosclerotic plaque characterization by multidetector row computed tomography angiography

Atherosclerotic plaque imaging using phase-contrast X-ray computed tomography

Deep learning for head and neck CT angiography: stenosis and plaque classification

High-risk coronary plaque at coronary CT angiography is associated with nonalcoholic fatty liver disease, independent of coronary plaque and stenosis burden: results from the ROMICAT II trial 

Patterns of brain computed tomography infarction and carotid plaque echogenicity

The vulnerable plaque: Can it be detected with Cardiac CT?

Serial coronary CT angiography–verified changes in plaque characteristics as an end point: evaluation of effect of statin intervention

Noninvasive assessment of coronary plaque burden using multislice computed tomography

Multimodality imaging of atherosclerotic plaque activity and composition using FDG-PET/CT and MRI in carotid and femoral arteries

Reliability of differentiating human coronary plaque morphology using contrast-enhanced multislice spiral computed tomography: a comparison with histology

Carotid plaque computed tomography imaging in stroke and nonstroke patients

Influence of slice thickness and reconstruction kernel on the computed tomographic attenuation of coronary atherosclerotic plaque

Accuracy of quantitative coronary angiography with computed tomography and its dependency on plaque composition: plaque composition and accuracy of cardiac CT 

Dual-source computed tomography: advances of improved temporal resolution in coronary plaque imaging

Coronary plaque characteristics in computed tomography and 2-year outcomes: the PREDICT study

Progression of noncalcified and calcified coronary plaque by CT angiography in SLE

Photon counting spectral CT component analysis of coronary artery atherosclerotic plaque samples

Computed Tomography and Coronary Plaque Analysis

Evaluation of plaque texture by means of multislice computed tomography in patients with acute coronary syndrome and stable angina

Accuracy of 64-slice computed tomography to classify and quantify plaque volumes in the proximal coronary system: a comparative study using intravascular ultrasound 

Optimized energy of spectral coronary CT angiography for coronary plaque detection and quantification

Ultrasonic carotid artery plaque structure and the risk of cerebral infarction on computed tomography

Detection of symptomatic carotid plaque using source data from MR and CT angiography: a correlative study

Atherosclerotic plaque surface morphology in the carotid bifurcation assessed with multidetector computed tomography angiography

Carotid atherosclerotic plaque progression and change in plaque composition over time: a 5-year follow-up study using serial CT angiography

Coronary artery plaque formation at coronary CT angiography: morphological analysis and relationship to hemodynamics

Quantification of arterial plaque and lumen density with MDCT

Plaque quantification by coronary CT and intravascular ultrasound identifies a low CT density core as a marker of plaque instability in acute coronary syndromes

Degree of carotid plaque calcification in relation to symptomatic outcome and plaque inflammation

Incremental prognostic value of quantitative plaque assessment in coronary CT angiography during 5 years of follow up

CT coronary angiography: technical approach and atherosclerotic plaque characterization

Prospective deep learning–based quantitative assessment of coronary plaque by computed tomography angiography compared with intravascular ultrasound: the REVEALPLAQUE study 

In vivo characterization and quantification of atherosclerotic carotid plaque components with multidetector computed tomography and histopathological correlation

Impact of luminal density on plaque classification by CT coronary angiography

Non-invasive measurement of coronary plaque from coronary CT angiography and its clinical implications

CT and ultrasound in the study of ulcerated carotid plaque compared with surgical results: potentialities and advantages of multidetector row CT angiography

Calcified carotid atherosclerotic plaque is associated less with ischemic symptoms than is noncalcified plaque on MDCT

Normalization of automatic plaque quantification in cardiac computed tomography (CCT)

Relationship of plaque features at coronary CT to coronary hemodynamics and cardiovascular events

Coronary plaque volume and predictors for fast plaque progression assessed by serial coronary CT angiography—a single-center observational study

Dual-energy CT head bone and hard plaque removal for quantification of calcified carotid stenosis: utility and comparison with digital subtraction angiography

Coronary plaque imaging by coronary computed tomography angiography

Lung cancer classification using neural networks for CT images

Classification of CT brain images based on deep learning networks

CT image visual quantitative evaluation and clinical classification of coronavirus disease (COVID-19)

Deep learning models for CT image classification: a comprehensive literature review

An automatic diagnostic system for CT liver image classification

Classification of COVID-19 chest X-Ray and CT images using a type of dynamic CNN modification method

X-ray and CT-scan-based automated detection and classification of covid-19 using convolutional neural networks (CNN)

Proposal of a computed tomography classification for hepatic alveolar echinococcosis

Primary pontine hemorrhage: a new CT classification

Coronary veins: comprehensive CT-anatomic classification and review of variants and clinical implications

Deep learning models-based CT-scan image classification for automated screening of COVID-19

Deep learning for lung cancer nodules detection and classification in CT scans

Obstructive lung diseases: texture classification for differentiation at CT

CT-based visual classification of emphysema: association with mortality in the COPDGene study

Contrastive cross-site learning with redesigned net for COVID-19 CT classification

Multi-view multi-scale CNNs for lung nodule type classification from CT images

Validity of CT classification on management of occult pneumothorax: a prospective study.

Classification of teeth in cone-beam CT using deep convolutional neural network

Evaluation of cystic renal masses: comparison of CT and MR imaging by using the Bosniak classification system

CT-based classification of long spinal allograft fusion

Deep learning classification of lung cancer histology using CT images

An approach to the classification of COVID-19 based on CT scans using convolutional features and genetic algorithms

The value of CT in classification and decision making in acetabulum fractures. A systematic analysis

Coronavirus (covid-19) classification using ct images by machine learning methods

Machine-learning analysis outperforms conventional statistical models and CT classification systems in predicting 6-month outcomes in pediatric patients sustaining traumatic brain injury 

Radiological Society of North America chest CT classification system for reporting COVID-19 pneumonia: interobserver variability and correlation with reverse-transcription polymerase chain reaction 

Impact of CT scan on treatment plan and fracture classification of tibial plateau fractures

Calcaneal malunions: results of a prognostic computed tomography classification system

New classification of small pulmonary nodules by margin characteristics on highresolution CT

Classification of pulmonary CT images by using hybrid 3D-deep convolutional neural network architecture

Preoperative CT classification of the resectability of pancreatic cancer: interobserver agreement

 Pilon fractures: a new classification system based on CT-scan

A new classification of head injury based on computerized tomography

Blunt hepatic trauma in adults: CT-based classification and correlation with prognosis and treatment.

Lung-EffNet: Lung cancer classification using EfficientNet from CT-scan images

Classification of Coronavirus (COVID‐19) from X‐ray and CT images using shrunken features

Computer‐aided diagnosis of pulmonary nodules on CT scans: improvement of classification performance with nodule surface features

A pattern classification approach to characterizing solitary pulmonary nodules imaged on high resolution CT: preliminary results

The value of a CT scan compared to plain radiographs for the classification and treatment plan in tibial plateau fractures

Prediction of outcome in traumatic brain injury with computed tomographic characteristics: a comparison between the computed tomographic classification and combinations of computed tomographic predictors 

Wavelet-based texture classification of tissues in computed tomography

Lung nodule classification using deep features in CT images

Predictive utility of an adapted Marshall head CT classification scheme after traumatic brain injury

An efficient technique for CT scan images classification of COVID-19

FINE_DENSEIGANET: Automatic medical image classification in chest CT scan using Hybrid Deep Learning Framework

Blunt splenic trauma in adults: CT-based classification and correlation with prognosis and treatment.

Texture-based classification of different gastric tumors at contrast-enhanced CT

CT classification of small thalamic hemorrhages and their clinical implications

Using the World Health Organization Classification of thymic epithelial neoplasms to describe CT findings

Deep learning-based meta-classifier approach for COVID-19 classification using CT scan and chest X-ray images

Optimal deep learning model for classification of lung cancer on CT images

Computer‐aided diagnosis of pulmonary nodules on CT scans: segmentation and classification using 3D active contours

A simple practical classification of cerebral infarcts on CT and its interobserver reliability.

CT vs MRCP: optimal classification of IPMN type and extent

A comprehensive study on classification of COVID-19 on computed tomography with pretrained convolutional neural networks

Cystic renal masses: accurate Bosniak classification requires adequate renal CT

Kidney tumor detection and classification based on deep learning approaches: a new dataset in CT scans

Interobserver reliability of a CT-based fracture classification system

A method for automatic detection and classification of stroke from brain CT images

Variations of the superficial middle cerebral vein: classification using three-dimensional CT angiography

Automated classification of lung cancer subtypes using deep learning and CT-scan based radiomic analysis

Lungs cancer classification from CT images: An integrated design of contrast based classical features fusion and selection

Pulmonary artery–vein classification in CT images using deep learning

Low‐dose CT for the detection and classification of metastatic liver lesions: results of the 2016 low dose CT grand challenge

 Classification of Positive COVID-19 CT Scans Using Deep Learning.

CT cross‐sectional imaging classification system for substernal goiter based on risk factors for an extracervical surgical approach

Multi-task deep learning based CT imaging analysis for COVID-19 pneumonia: Classification and segmentation

3D-GLCM CNN: A 3-dimensional gray-level co-occurrence matrix-based CNN model for polyp classification via CT colonography

Comparison and evaluation of methods for liver tumor classification from CT datasets

Multislice computed tomography versus contrast-enhanced ultrasound in evaluation of complex cystic renal masses using the Bosniak classification system

Tissue classification as a potential approach for attenuation correction in whole-body PET/MRI: evaluation with PET/CT data

Interobserver Agreement for Letournel Acetabular Fracture Classification with Multidetector CT: Are Standard Judet Radiographs Necessary?1

A comparison of wavelet, ridgelet, and curvelet-based texture classification algorithms in computed tomography

A combination of shape and texture features for classification of pulmonary nodules in lung CT images

Operative treatment of displaced intraarticular calcaneal fractures: long-term (10–20 years) results in 108 fractures using a prognostic CT classification

Assessment of cystic renal masses based on Bosniak classification: comparison of CT and contrast-enhanced US

Evaluation of the traumatic coma data bank computed tomography classification for severe head injury

Automatic Lung nodule segmentation and classification in CT images based on SVM

Deep 3D convolution neural network for CT brain hemorrhage classification

COVID-VIT: Classification of COVID-19 from CT chest images based on vision transformer models

Holistic classification of CT attenuation patterns for interstitial lung diseases via deep convolutional neural networks

Detection and severity classification of COVID-19 in CT images using deep learning

A proposal for a CT driven classification of left colon acute diverticulitis

High-resolution computed tomography classification of lung fibrosis for patients with asbestos-related disease

Automated classification of lung bronchovascular anatomy in CT using AdaBoost

Lung cancer histology classification from CT images based on radiomics and deep learning models

Deep convolutional neural network-based segmentation and classification of difficult to define metastatic spinal lesions in 3D CT data

Review and classification of AI-enabled COVID-19 CT imaging models based on computer vision tasks

Computed tomography-based Three-Column Classification in tibial plateau fractures: introduction of its utility and assessment of its reproducibility

Ct-net: Channel tensorization network for video classification

Schatzker classification of tibial plateau fractures: use of CT and MR imaging improves assessment

Deep learning enables automatic classification of emphysema pattern at CT

Classification of COVID-19 patients from chest CT images using multi-objective differential evolution–based convolutional neural networks

CT texture analysis of renal masses: pilot study using random forest classification for prediction of pathology

A deep learning algorithm for automatic detection and classification of acute intracranial hemorrhages in head CT scans

A texton-based approach for the classification of lung parenchyma in CT images

Accurate prediction of disease-risk factors from volumetric medical scans by a deep vision model pre-trained with 2d scans

A data-efficient strategy for building high-performing medical foundation models

A pathologist–AI collaboration framework for enhancing diagnostic accuracies and efficiencies

A cost-aware framework for the development of AI models for healthcare applications

Expert-level detection of pathologies from unannotated chest X-ray images via self-supervised learning

Unconditional latent diffusion models memorize patient imaging data

Clinical integration of machine learning for curative-intent radiation treatment of patients with prostate cancer

A generalist foundation model and database for open-world medical image segmentation

Magnetic resonance multitasking for motion-resolved quantitative cardiovascular imaging

Comprehensive echocardiogram evaluation with view primed vision language AI

https://www.mirada-medical.com/

https://www.advocatehealth.org/ 

The AI Agent in the Room: Informing Objective Decision Making at the Transplant Selection Committee

Electrocardiographic deep learning for predicting post-procedural mortality: a model development and validation study

Vision–language foundation model for echocardiogram interpretation

High-throughput deep learning detection of mitral regurgitation

https://pacsai.co/

Automated assessment of cardiac systolic function from coronary angiograms with video-based artificial intelligence algorithms

https://github.com/hanassabio/XAI_follicle_sizes/tree/main/analysis_scripts 

Machine learning for ECG diagnosis and risk stratification of occlusion myocardial infarction

Machine learning for diagnosis of myocardial infarction using cardiac troponin concentrations

Causal machine learning for predicting treatment outcomes

Clinical integration of machine learning for curative-intent radiation treatment of patients with prostate cancer

A framework for sharing of clinical and genetic data for precision medicine applications

Multistain deep learning for prediction of prognosis and therapy response in colorectal cancer

A deep learning algorithm to predict risk of pancreatic cancer from disease trajectories

A generalist vision–language foundation model for diverse biomedical tasks

Large-scale pancreatic cancer detection via non-contrast CT and deep learning

A visual-language foundation model for computational pathology

The value of standards for health datasets in artificial intelligence-based applications

Multi-parametric atlas of the pre-metastatic liver for prediction of metastatic outcome in early-stage pancreatic cancer

A visual–language foundation model for pathology image analysis using medical twitter

Optimizing risk-based breast cancer screening policies with reinforcement learning

The limits of fair medical imaging AI in real-world generalization

Screening and diagnosis of cardiovascular disease using artificial intelligence-enabled cardiac magnetic resonance imaging

Federated learning for predicting histological response to neoadjuvant chemotherapy in triple-negative breast cancer

Towards a general-purpose foundation model for computational pathology

Deep learning-enabled assessment of cardiac allograft rejection from endomyocardial biopsies

AI-enabled electrocardiography alert intervention and all-cause mortality: a pragmatic randomized clinical trial

Generative models improve fairness of medical classifiers under distribution shifts

Deep learning models for electrocardiograms are susceptible to adversarial attack

Adapted large language models can outperform medical experts in clinical text summarization

Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians

Underdiagnosis bias of artificial intelligence algorithms applied to chest radiographs in under-served patient populations

Prospective implementation of AI-assisted screen reading to improve early detection of breast cancer

Multimodal biomedical AI

Predicting the early risk of chronic kidney disease in patients with diabetes using real-world data

A prognostic risk score for development and spread of chronic pain

A population-based phenome-wide association study of cardiac and aortic structure and function

Whole-genome sequencing of triple-negative breast cancers in a population-based clinical study

Screening for cardiac contractile dysfunction using an artificial intelligence–enabled electrocardiogram

Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging

A vision–language foundation model for the generation of realistic chest x-ray images

Shifting machine learning for healthcare from development to deployment and from models to data

Deep-learning-assisted analysis of echocardiographic videos improves predictions of all-cause mortality

A transformer-based representation-learning model with unified processing of multimodal input for clinical diagnostics

A pathologist–AI collaboration framework for enhancing diagnostic accuracies and efficiencies

Open resource of clinical data from patients with pneumonia for the prediction of COVID-19 outcomes via deep learning

Prospective assessment of breast cancer risk from multimodal multiview ultrasound images via clinically applicable deep learning

Graph representation learning in biomedicine and healthcare

Auditing the inference processes of medical-image classifiers by leveraging generative AI and the expertise of physicians

A cost-aware framework for the development of AI models for healthcare applications

LIVECell—A large-scale dataset for label-free live cell segmentation

U-Net: deep learning for cell counting, detection, and morphometry

The multimodality cell segmentation challenge: toward universal solutions

nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation

A pathology foundation model for cancer diagnosis and prognosis prediction

Multi-omic machine learning predictor of breast cancer therapy response

Learning heterogeneous reaction kinetics from X-ray videos pixel by pixel

A whole-slide foundation model for digital pathology from real-world data

Video-based AI for beat-to-beat assessment of cardiac function

Health system-scale language models are all-purpose prediction engines

Large language models encode clinical knowledge

Convergence of coronary artery disease genes onto endothelial cell programs

Mathematical discoveries from program search with large language models

Single-nucleus profiling of human dilated and hypertrophic cardiomyopathy

Exome sequencing and analysis of 454,787 UK Biobank participants

Focal liver lesion diagnosis with deep learning and multistage CT imaging

Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma

End-to-end reproducible AI pipelines in radiology using the cloud

Enhancing the diagnosis of functionally relevant coronary artery disease with machine learning

Large language models streamline automated machine learning for clinical studies

A machine learning-driven virtual biopsy system for kidney transplant patients

Development of a long noncoding RNA-based machine learning model to predict COVID-19 in-hospital mortality

Enhancing representation in radiography-reports foundation model: A granular alignment algorithm using masked contrastive learning

Data-driven identification of predictive risk biomarkers for subgroups of osteoarthritis using an interpretable machine learning framework: a UK biobank study

A machine-learning approach to human ex vivo lung perfusion predicts transplantation outcomes and promotes organ utilization

Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets

A machine learning model for identifying patients at risk for wild-type transthyretin amyloid cardiomyopathy

A machine learning Automated Recommendation Tool for synthetic biology

Identifying multiple sclerosis subtypes using unsupervised machine learning and MRI data

Video frame interpolation neural network for 3D tomography across different length scales

Personalized insulin dosing using reinforcement learning for high-fat meals and aerobic exercises in type 1 diabetes: a proof-of-concept trial

Deep learning of left atrial structure and function provides link to atrial fibrillation risk

A myoelectric digital twin for fast and realistic modelling in deep learning

Multistain deep learning for prediction of prognosis and therapy response in colorectal cancer

Optimizing risk-based breast cancer screening policies with reinforcement learning

A machine-learning based objective measure for ALS disease severity

Deep learning-enabled assessment of cardiac allograft rejection from endomyocardial biopsies

Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge

Interpretable survival prediction for colorectal cancer using deep learning

How medical AI devices are evaluated: limitations and recommendations from an analysis of FDA approvals

Underdiagnosis bias of artificial intelligence algorithms applied to chest radiographs in under-served patient populations

Robust breast cancer detection in mammography and digital breast tomosynthesis using an annotation-efficient deep learning approach

Determining breast cancer biomarker status and associated morphological features using deep learning

Predicting conversion to wet age-related macular degeneration using deep learning

Artificial intelligence–enabled rapid diagnosis of patients with COVID-19

Evaluation and accurate diagnoses of pediatric diseases using artificial intelligence

End-to-end lung cancer screening with three-dimensional deep learning on low-dose chest computed tomography

Evaluation and mitigation of the limitations of large language models in clinical decision-making

Diagnostic accuracy of stress-only myocardial perfusion SPECT improved by deep learning

Diagnostic accuracy of an artificial neural network compared with statistical quantitation of myocardial perfusion images: a Japanese multicenter study

A decision support system improves the interpretation of myocardial perfusion imaging

Multi-modality artificial intelligence-based transthyretin amyloid cardiomyopathy detection in patients with severe aortic stenosis

Coronary artery calcium measurement on attenuation correction computed tomography using artificial intelligence: correlation with coronary flow capacity and prognosis 

Generative artificial intelligence enables the generation of bone scintigraphy images and improves generalization of deep learning models in data-constrained environments 

Artificial intelligence guided enhancement of digital PET: scans as fast as CT?

Artificial intelligence-powered coronary artery disease diagnosis from SPECT myocardial perfusion imaging: a comprehensive deep learning study

Artificial intelligence–based, volumetric assessment of the bone marrow metabolic activity in [18F]FDG PET/CT predicts survival in multiple myeloma

Sedation-free pediatric [18F]FDG imaging on totalbody PET/CT with the assistance of artificial intelligence

An artificial intelligence-driven image quality assessment system for whole-body [18F]FDG PET/CT

Artificial intelligence-based cardiac transthyretin amyloidosis detection and scoring in scintigraphy imaging: multi-tracer, multi-scanner, and multi-center development and evaluation study 

Application of an artificial intelligence-based tool in [18F]FDG PET/CT for the assessment of bone marrow involvement in multiple myeloma

Artificial intelligence-based PET denoising could allow a two-fold reduction in [18F]FDG PET acquisition time in digital PET/CT

Robust and generalizable artificial intelligence for multi-organ segmentation in ultra-low-dose total-body PET imaging: a multi-center and cross-tracer study

Low-count whole-body PET/MRI restoration: an evaluation of dose reduction spectrum and five state-of-the-art artificial intelligence models

Automated quantification of PET/CT skeletal tumor burden in prostate cancer using artificial intelligence: The PET index

Position paper of the EACVI and EANM on artificial intelligence applications in multimodality cardiovascular imaging using SPECT/CT, PET/CT, and cardiac CT

Artificial intelligence enables whole-body positron emission tomography scans with minimal radiation exposure

Hypermetabolic pulmonary lesions detection and diagnosis based on PET/CT imaging and deep learning models

Artificial intelligence, machine (deep) learning and radio (geno) mics: definitions and nuclear medicine imaging applications

Dopaminergic PET to SPECT domain adaptation: a cycle GAN translation approach

Mitigating bias in deep learning for diagnosis of coronary artery disease from myocardial perfusion SPECT images

Robust deep learning-based PET prognostic imaging biomarker for DLBCL patients: a multicenter study

A cross-scanner and cross-tracer deep learning method for the recovery of standard-dose imaging quality from low-dose PET

Cross-institutional validation of a polar map-free 3D deep learning model for obstructive coronary artery disease prediction using myocardial perfusion imaging: insights into generalizability and bias 

Deep learning for whole-body medical image generation

Influence of diabetes mellitus on metabolic networks in lung cancer patients: an analysis using dynamic total-body PET/CT imaging

Deep learning-aided respiratory motion compensation in PET/CT: addressing motion induced resolution loss, attenuation correction artifacts and PET-CT misalignment 

Fast 4D-PET parametric imaging computation at the whole field of view level: Reliability under simulated conditions of PET KinetiX, a dedicated software solution

Diagnostic performance of deep learning algorithm for analysis of computed tomography myocardial perfusion

Eliminating the second CT scan of dual-tracer total-body PET/CT via deep learning-based image synthesis and registration

The role of biomarkers and dosimetry parameters in overall and progression free survival prediction for patients treated with personalized 90Y glass microspheres SIRT: a preliminary machine learning study 

A deep neural network for parametric image reconstruction on a large axial field-of-view PET

Clinical validation of deep learning algorithms for radiotherapy targeting of non-small-cell lung cancer: an observational study

Computer-aided detection of tuberculosis from chest radiographs in a tuberculosis prevalence survey in South Africa: external validation and modelled impacts of commercially available artificial intelligence software 

Comparison of eight prehospital early warning scores in life-threatening acute respiratory distress: a prospective, observational, multicentre, ambulance-based, external validation study 

Multimodal recurrence scoring system for prediction of clear cell renal cell carcinoma outcome: a discovery and validation study

Identifying subtypes of heart failure from three electronic health record sources with machine learning: an external, prognostic, and genetic validation study

Remote COVID-19 Assessment in Primary Care (RECAP) risk prediction tool: derivation and real-world validation studies

Evaluation of prognostic risk models for postoperative pulmonary complications in adult patients undergoing major abdominal surgery: a systematic review and international external validation cohort study 

Validation and algorithmic audit of a deep learning system for the detection of proximal femoral fractures in patients in the emergency department: a diagnostic accuracy study 

Real-world evaluation of rapid and laboratory-free COVID-19 triage for emergency care: external validation and pilot deployment of artificial intelligence driven screening 

Multi-step validation of a deep learning-based system for the quantification of bowel preparation: a prospective, observational study

An external validation of the QCovid risk prediction algorithm for risk of mortality from COVID-19 in adults: a national validation cohort study in England

An artificial intelligence algorithm for prostate cancer diagnosis in whole slide images of core needle biopsies: a blinded clinical validation and deployment study 

Verification, analytical validation, and clinical validation (V3): the foundation of determining fit-for-purpose for Biometric Monitoring Technologies (BioMeTs)

Public evidence on AI products for digital pathology

A validated, real-time prediction model for favorable outcomes in hospitalized COVID-19 patients

A real-world clinical validation for AI-based MRI monitoring in multiple sclerosis

Derivation, external and clinical validation of a deep learning approach for detecting intracranial hypertension

Clinical validation of a wearable ultrasound sensor of blood pressure

Validation and real-world clinical application of an artificial intelligence algorithm for breast cancer detection in biopsies

Selection, optimization and validation of ten chronic disease polygenic risk scores for clinical implementation in diverse US populations

Clinical validation of an AI-based pathology tool for scoring of metabolic dysfunction-associated steatohepatitis

Can artificial intelligence pass the Fellowship of the Royal College of Radiologists examination? Multi-reader diagnostic accuracy study

Telehealth for patients at high risk of cardiovascular disease: pragmatic randomised controlled trial

Effectiveness of educational interventions in improving detection and management of dementia in primary care: cluster randomised controlled study

The barrier method as a new tool to assist in career selection: covert observational study

Ethnic stereotypes and the underachievement of UK medical students from ethnic minorities: qualitative study

Sensitivity of routine system for reporting patient safety incidents in an NHS hospital: retrospective patient case note review

Prognosis of unrecognised myocardial infarction determined by electrocardiography or cardiac magnetic resonance imaging: systematic review and meta-analysis

Prediction models for cardiovascular disease risk in the general population: systematic review

Alternative approaches for confounding adjustment in observational studies using weighting based on the propensity score: a primer for practitioners

App based education programme to reduce salt intake (AppSalt) in schoolchildren and their families in China: parallel, cluster randomised controlled trial

Use of artificial intelligence for image analysis in breast cancer screening programmes: systematic review of test accuracy

Evaluation of editors' abilities to predict the citation potential of research manuscripts submitted to The BMJ: a cohort study

Heterogeneous effects of Medicaid coverage on cardiovascular risk factors: secondary analysis of randomized controlled trial

Age against the machine—susceptibility of large language models to cognitive impairment: cross sectional analysis

Current safeguards, risk mitigation, and transparency measures of large language models against the generation of health disinformation: repeated cross sectional analysis 

Machine learning and artificial intelligence research for patient benefit: 20 critical questions on transparency, replicability, ethics, and effectiveness

Computerised clinical decision support systems and absolute improvements in care: meta-analysis of controlled clinical trials

Real time remote symptom monitoring during chemotherapy for cancer: European multicentre randomised controlled trial (eSMART)

Multi-centre, multi-vendor and multi-disease cardiac segmentation: the M&Ms challenge

Deep learning predicts cardiovascular disease risks from lung cancer screening low dose computed tomography

Automatic inter-frame patient motion correction for dynamic cardiac PET using deep learning

Efficient classification of very large images with tiny objects

RT-DNAS: Real-time constrained differentiable neural architecture search for 3D cardiac cine MRI segmentation

Transformer based feature fusion for left ventricle segmentation in 4D flow MRI

On the road to online adaptation for semantic image segmentation

Craft: Concept recursive activation factorization for explainability

ImageCAS: A large-scale dataset and benchmark for coronary artery segmentation based on computed tomography angiography images

18F-fluoride positron emission tomography for identification of ruptured and high-risk coronary atherosclerotic plaques: a prospective clinical trial

Decoupling predictions in distributed learning for multi-center left atrial mri segmentation

An artificial intelligence-enabled ECG algorithm for the identification of patients with atrial fibrillation during sinus rhythm: a retrospective analysis of outcome prediction 

Multi-class segmentation of aortic branches and zones in computed tomography angiography: The aortaseg24 challenge

Explainable AI for practitioners

Bringing image scene structure to video via frame-clip consistency of object tokens

Ifseg: Image-free semantic segmentation via vision-language model

Language in a bottle: Language model guided concept bottlenecks for interpretable image classification

Proper scoring rules for survival analysis

Meta compositional referring expression segmentation

Learning open-vocabulary semantic segmentation models from natural language supervision

Theoretical behavior of XAI methods in the presence of suppressor variables

Fine-grained classification with noisy labels

Cut and learn for unsupervised object detection and instance segmentation

Look before you match: Instance understanding matters in video object segmentation

Learning bottleneck concepts in image classification

Weakly supervised posture mining for fine-grained classification

Tuning computer vision models with task rewards

Pip-net: Patch-based intuitive prototypes for interpretable image classification

Soft augmentation for image classification

Explaining image classifiers with multiscale directional image representation

Grounding counterfactual explanation of image classifiers to textual concept space

Evaluating explainable AI on a multi-modal medical imaging task: Can existing algorithms fulfill clinical requirements?

Rapsai: accelerating machine learning prototyping of multimedia applications through visual programming

Adaptive identification of populations with treatment benefit in clinical trials: machine learning challenges and solutions

An erudite fine-grained visual classification model

Orthogonal annotation benefits barely-supervised medical image segmentation

Pseudo-label guided contrastive learning for semi-supervised medical image segmentation

Deep compressed sensing

Learning Box Regression and Mask Segmentation Under Long-Tailed Distribution with Gradient Transfusing

IMC-Det: Intra–Inter Modality Contrastive Learning for Video Object Detection

Source-free domain adaptation guided by vision and vision-language pre-training

Contextual object detection with multimodal large language models

Masked channel modeling for bootstrapping visual pre-training

LLMFormer: Large language model for open-vocabulary semantic segmentation

Self-supervised scalable deep compressed sensing

Variational rectification inference for learning with noisy labels

Video instance segmentation in an open-world

Equiangular basis vectors: A novel paradigm for classification tasks

Incremental model enhancement via memory-based contrastive learning

A comprehensive survey on test-time adaptation under distribution shifts

Towards training-free open-world segmentation via image prompt foundation models

Compositional prompting for anti-forgetting in domain incremental learning

Exploration and exploitation of unlabeled data for open-set semi-supervised learning

Infproto-Powered Adaptive Classifier and Agnostic Feature Learning for Single Domain Generalization in Medical Images

Multi-constraint transferable generative adversarial networks for cross-modal brain image synthesis

Fine-grained multimodal deepfake classification via heterogeneous graphs

Domain generalization with small data

Weakly supervised training of universal visual concepts for multi-domain semantic segmentation

Deep learning based prediction of pulmonary hypertension in newborns using echocardiograms

Relative norm alignment for tackling domain shift in deep multi-modal classification

Benchmarking and analysis of unsupervised object segmentation from real-world single images

Logit normalization for long-tail object detection

Universal representations: A unified look at multiple task and domain learning

Segvit v2: Exploring efficient and continual semantic segmentation with plain vision transformers

Instaformer++: Multi-domain instance-aware image-to-image translation with transformer

Universal object detection with large vision model

Adapting across domains via target-oriented transferable semantic augmentation under prototype constraint

Transferring vision-language models for visual recognition: A classifier perspective

Intra-& extra-source exemplar-based style synthesis for improved domain generalization

Minegan++: Mining generative models for efficient knowledge transfer to limited data domains

The curious layperson: Fine-grained image recognition without expert labels

Accurate fine-grained object recognition with structure-driven relation graph networks

Exploring vision-language models for imbalanced learning

Few-shot segmentation via divide-and-conquer proxies

Multimodal machine learning in image-based and clinical biomedicine: Survey and prospects

Domain-agnostic priors for semantic segmentation under unsupervised domain adaptation and domain generalization

Scaling up multi-domain semantic segmentation with sentence embeddings

Self-supervised anomaly detection with neural transformations

Representational gradient boosting: backpropagation in the space of functions

Learning nonlinear functions using regularized greedy forest

Cost-sensitive boosting

Xgrad: Boosting gradient-based optimizers with weight prediction

BoostTree and BoostForest for ensemble learning

Boost: Boosting with the Universum

Cross-validated variable selection in tree-based methods improves predictive performance

Imbalance problems in object detection: A review

Debiased scene graph generation for dual imbalance learning

Deep generative mixture model for robust imbalance classification

Dual compensation residual networks for class imbalanced learning

Key point sensitive loss for long-tailed visual recognition

Multiset feature learning for highly imbalanced data classification

Learning with multiclass AUC: Theory and algorithms

Cmw-net: Learning a class-aware sample weighting mapping for robust deep learning

Why does rebalancing class-unbalanced data improve AUC for linear discriminant analysis?

Deep long-tailed learning: A survey

Heterogeneous feature re-sampling for balanced pedestrian attribute recognition

Deep imbalanced learning for face recognition and attribute prediction

Reslt: Residual learning for long-tailed recognition

Auc-oriented domain adaptation: From theory to algorithm

Open long-tailed recognition in a dynamic world

The equalization losses: Gradient-driven training for long-tailed object recognition

On-the-fly modulation for balanced multimodal learning

Many-objective Jaccard-based evolutionary feature selection for high-dimensional imbalanced data classification

Probabilistic contrastive learning for long-tailed visual recognition

Power normalizations in fine-grained image, few-shot image and graph classification

Mine your own anatomy: Revisiting medical image segmentation with extremely limited labels

Large-scale object detection in the wild with imbalanced data distribution, and multi-labels

The equalization losses: Gradient-driven training for long-tailed object recognition

Key point sensitive loss for long-tailed visual recognition

On instabilities of deep learning in image reconstruction and the potential costs of AI

Online and stochastic optimization beyond Lipschitz continuity: A Riemannian approach

Convergence of adaptive algorithms for weakly convex constrained optimization

On the convergence of stochastic primal-dual hybrid gradient

Learning convex optimization models

Understanding double descent requires a fine-grained bias-variance decomposition

169Yb‐based rotating shield brachytherapy for prostate cancer

Provable non-linear inductive matrix completion

Scalable semidefinite programming

Fast approximation of non-negative sparse recovery via deep learning

Statistical inferences of linear forms for noisy matrix completion

Global convergence of adaptive gradient methods for an over-parameterized neural network

Information plane analysis of deep neural networks via matrix-based Renyi's entropy and tensor kernels

A survey of optimization methods from a machine learning perspective

An introductory guide to Fano's inequality with applications in statistical estimation

Lipschitz regularity of deep neural networks: analysis and efficient estimation

The impact of regularization on high-dimensional logistic regression

Image reconstruction: From sparsity to data-adaptive methods and machine learning

On variational bounds of mutual information

Information theoretic learning of robust deep representations

A survey on compressive sensing: Classical results and recent advancements

Super-resolution meets machine learning: approximation of measures

The generalization error of random features regression: Precise asymptotics and the double descent curve

Low-rank matrix completion and denoising under Poisson noise

Stochastic Frank-Wolfe for composite convex minimization

Optimal number of measurements in a linear system with quadratically decreasing snr

Low-rank matrix completion and denoising under Poisson noise

Meeting the moment: addressing barriers and facilitating clinical adoption of artificial intelligence in medical diagnosis

Making sense of implementation theories, models, and frameworks

Implementation science made too simple: a teaching tool

The answer is 17 years, what is the question: understanding time lags in translational research

GE healthcare 

Developing current procedural terminology codes that describe the work performed by machines

The 2021 landscape of FDA-approved artificial intelligence/machine learning-enabled medical devices: an analysis of the characteristics and intended use

https://jnm.snmjournals.org/content/early/2025/06/12/jnumed.124.269425

Self-supervised visual reinforcement learning with object-centric representations

World models

Locally linear approximation approach for incomplete data

On the trajectory of stochastic gradient descent in the information plane

Mutual information neural estimation

Typical and generic ranks in matrix completion

Smoothed analysis for low-rank solutions to semidefinite programs in quadratic penalty form

 Robustness and the Internet: Design and evolution

Optimization methods for large-scale machine learning

Theoretical linear convergence of unfolded ISTA and its practical weights and thresholds

On the power of over-parametrization in neural networks with quadratic activation

Matrix completion by deep matrix factorization

ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness

Blessing of dimensionality: mathematical foundations of the statistical physics of data

Uncertainty autoencoders: Learning compressed representations via variational information maximization

Conditional Sparse lp-norm Regression With Optimal Probability

A survey of safety and trustworthiness of deep neural networks: Verification, testing, adversarial attack and defence, and interpretability

Online adaptive methods, universality and acceleration

Visualizing the loss landscape of neural nets

Signal recovery under mutual incoherence property and oracle inequalities

Signal recovery under cumulative coherence

Adding one neuron can eliminate all bad local minima

Optimal rates of sketched-regularized algorithms for least-squares regression over Hilbert spaces

Equivalent Lipschitz surrogates for zero-norm and rank optimization problems

Gradient descent learns one-hidden-layer cnn: Don't be afraid of spurious local minima

Deep learning based matrix completion

Estimating mutual information for discrete-continuous mixtures

Size-independent sample complexity of neural networks

Scalable algorithms for locally low-rank matrix modeling

Convex co-embedding for matrix completion with predictive side information

Efficient recovery of block sparse signals by an improved algorithm of Block-StOMP

SRHRF+: Self-example enhanced single image super-resolution using hierarchical random forests

Partial hard thresholding

Sparse polynomial interpolation: sparse recovery, super-resolution, or Prony?

Matrix norm estimation from a few entries

Projection matrix design using prior information in compressive sensing

Learning proximal operators: Using denoising networks for regularizing inverse imaging problems

AMP-Net: Denoising-based deep unfolding for compressive image sensing

Geometric matrix completion with recurrent multi-graph neural networks

Parametric simplex method for sparse learning

Fast black-box variational inference through stochastic trust-region optimization

One network to solve them all--solving linear inverse problems using deep projection models

Partial hard thresholding: Towards a principled analysis of support recovery

Opening the black box of deep neural networks via information

Learning relus via gradient descent

Guiding infogan with semi-supervision

Information-theoretic analysis of generalization capability of learning algorithms

Recovery guarantees for one-hidden-layer neural networks

Stronger generalization bounds for deep nets via a compression approach

Chaining mutual information and tightening generalization bounds

On the construction of sparse matrices from expander graphs

An information theoretic view on learning of artificial neural networks

Validation and clinical impact of motion-free PET imaging using data-driven respiratory gating and elastic PET-CT registration.

Artificial intelligence-powered coronary artery disease diagnosis from SPECT myocardial perfusion imaging: a comprehensive deep learning study

Robust and generalizable artificial intelligence for multi-organ segmentation in ultra-low-dose total-body PET imaging: a multi-center and cross-tracer study

Artificial intelligence-based cardiac transthyretin amyloidosis detection and scoring in scintigraphy imaging: multi-tracer, multi-scanner, and multi-center development and evaluation study 

Empowering PET imaging reporting with retrieval-augmented large language models and reading reports database: a pilot single center study

Introducing MIRDrpt: A freely Accessible Worksheet for Standardized Dosimetry and Bioeffect Metrics–177Lu DOTATATE Implementation

Generative artificial intelligence enables the generation of bone scintigraphy images and improves generalization of deep learning models in data-constrained environments 

https://thispersonnotexist.org/

Developing a PET/CT Foundation Model for Cross-Modal Anatomical and Functional Imaging

A hierarchical framework for recovery in compressive sensing

Deep learning approximation of attenuation maps for myocardial perfusion SPECT with an IQSPECT collimator

CTLESS: A scatter-window projection and deep learning-based transmission-less attenuation compensation method for myocardial perfusion SPECT

Can patient-specific acquisition protocol improve performance on defect detection task in myocardial perfusion SPECT?

Regularized linear regression: A precise analysis of the estimation error

An introduction to matrix concentration inequalities

Universal primal-dual proximal-gradient methods

Noise-tolerant life-long matrix completion via adaptive sampling

Optimization in high dimensions via accelerated, parallel, and proximal coordinate descent

Supervised Learning in Matrix Completion Framework for Recommender System Design.

Introduction to online convex optimization

Convex block-sparse linear regression with expanders–provably

A theoretical analysis of contrastive unsupervised representation learning

Actor-critic instance segmentation

Differentiable convex optimization layers