Poster Session 2

P47 - P93

16:00 - 16:45

P-47: GEMTrans: A General, Echocardiography-based, Multi-Level Transformer Framework for Cardiovascular Diagnosis
P-48: Unsupervised Anomaly Detection in Medical Images with a Memory-augmented Multi-level Cross-attentional Masked Autoencoder
P-49: LMT: Longitudinal Mixing Training a Framework for the Prediction of Disease Progression Using a Single Image
P-50: Identifying Alzheimer's Disease-induced Topology Alterations in Structural Networks using Convolutional Neural Networks
P-51: Specificity-Aware Federated Graph Learning for Brain Disorder Analysis with Functional MRI
P-52: 3D Transformer Based on Deformable Patch Location for Differential Diagnosis Between Alzheimer’s Disease and Frontotemporal Dementia
P-53: Consisaug: A Consistency-based Augmentation for Polyp Detection in Endoscopy Image Analysis
P-54: Cross-view Contrastive Mutual Learning across Masked Autoencoders for Mammography Diagnosis
P-55: Modeling Life-span Brain Age from Large-scale Dataset based on Multi-level Information Fusion
P-56: Boundary-Constrained Graph Network for Tooth Segmentation on 3D Dental Surfaces
P-57: FAST-Net: A Coarse-to-fine Pyramid Network for Face-Skull Transformation
P-58: Mixing Histopathology Prototypes into Robust Slide-Level Representations for Cancer Subtyping
P-59: Consistency Loss for Improved Colonoscopy Landmark Detection with Vision Transformers
P-60: Radiomics Boosts Deep Learning Model for IPMN Classification
P-61: Class-Balanced Deep Learning with Adaptive Vector Scaling Loss for Dementia Stage Detection
P-62: Enhancing Anomaly Detection in Melanoma Diagnosis through Self-Supervised Training and Lesion Comparison
P-63: DynBrainGNN: Towards Spatio-Temporal Interpretable Graph Neural Network based on Dynamic Brain Connectome for Psychiatric Diagnosis
P-64: Precise localization within the GI tract by combining classification of CNNs and time-series analysis of HMMs
P-65: Towards Unified Modality Understanding for Alzheimer's Disease Diagnosis using Incomplete Multi-Modality Data
P-66: COVID-19 Diagnosis Based on Swin Transformer Model with Demographic Information Fusion and Enhanced Multi-head Attention Mechanism
P-67: MoViT: Memorizing Vision Transformers for Medical Image Analysis
P-68: Fact-Checking of AI-Generated Reports
P-69: Is Visual Explanation with Grad-CAM More Reliability for Deeper Neural Networks? a Case Study with Automatic Pneumothorax Diagnosis
P-70: Group Distributionally Robust Knowledge Distillation
P-71: A Bone Lesion Identification Network (BLIN) in Whole Body CT Images
P-72: Post-Deployment Adaptation with Access to Source Data via Federated Learning and Source-Target Remote Gradient Alignment
P-73: Data-driven Classification of Fatty Liver From 3D Unenhanced Abdominal CT Scans
P-74: Replica-based Federated Learning with Heterogeneous Architectures for Graph Super-Resolution
P-75: A Multitask Deep Learning Model for Voxel-level Brain Age Estimation
P-76: Deep Nearest Neighbors for Anomaly Detection in Chest X-Rays
P-77: CCMix: Curriculum of Class-wise Mixup for Long-tailed Medical Image Classification
P-78: MEDKD: Enhancing Medical Image Classification with Multiple Expert Decoupled Knowledge Distillation for Long-Tail Data
P-79: Leveraging Ellipsoid Bounding Shapes and Fast R-CNN for Enlarged Perivascular Spaces Detection and Segmentation
P-80: Non-Uniform Sampling-Based Breast Cancer Classification
P-81: A Scaled Denoising Attention-based Transformer for Breast Cancer Detection and Classification
P-82: Distilling Local Texture Features for Colorectal Tissue Classification in Low Data Regimes
P-83: Delving into Ipsilateral Mammogram Assessment under Multi-View Network
P-84: ARHNet: Adaptive Region Harmonization for Lesion-aware Augmentation to Improve Segmentation Performance
P-85: Normative Aging for an Individual’s Full Brain MRI Using Style GANs to Detect Localized Neurodegeneration
P-86: Deep Bayesian Quantization for Supervised Neuroimage Search
P-87: Triplet Learning for Chest X-Ray Image Search in Automated COVID-19 Analysis
P-88: Cascaded Cross-Attention Networks for Data-Efficient Whole-Slide Image Classification Using Transformers
P-89: Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression via Deep Learning
P-90: RoFormer for Position Aware Multiple Instance Learning in Whole Slide Image Classification
P-91: Structural Cycle GAN for Virtual Immunohistochemistry Staining of Gland Markers in the Colon
P-92: NCIS: Deep Color Gradient Maps Regression and Three-Class Pixel Classification for Enhanced Neuronal Cell Instance Segmentation in Nissl-Stained Histological Images
P-93: Regionalized Infant Brain Cortical Development Based on Multi-view, High-level fMRI Fingerprint

P-47: GEMTrans: A General, Echocardiography-based, Multi-Level Transformer Framework for Cardiovascular Diagnosis

Oral-007.mp4
Oral-007.pdf

P-48: Unsupervised Anomaly Detection in Medical Images with a Memory-augmented Multi-level Cross-attentional Masked Autoencoder

P-49: LMT: Longitudinal Mixing Training a Framework for the Prediction of Disease Progression Using a Single Image

Poster-012.mp4
Poster-012.pdf

P-50: Identifying Alzheimer's Disease-induced Topology Alterations in Structural Networks using Convolutional Neural Networks

Poster-014.mp4
Poster-014.pdf

P-51: Specificity-Aware Federated Graph Learning for Brain Disorder Analysis with Functional MRI

Poster-015.mp4
Poster-015.pdf

P-52: 3D Transformer Based on Deformable Patch Location for Differential Diagnosis Between Alzheimer’s Disease and Frontotemporal Dementia

Poster-020.mp4
Poster-020.pdf

P-53: Consisaug: A Consistency-based Augmentation for Polyp Detection in Endoscopy Image Analysis

Poster-028.mp4
Poster-028.pdf

P-54: Cross-view Contrastive Mutual Learning across Masked Autoencoders for Mammography Diagnosis

Oral-034.mp4
Oral-034.pdf

P-55: Modeling Life-span Brain Age from Large-scale Dataset based on Multi-level Information Fusion

Poster-035.mp4
Poster-035.pdf

P-56: Boundary-Constrained Graph Network for Tooth Segmentation on 3D Dental Surfaces

Poster-041.mp4
Poster-041.pdf

P-57: FAST-Net: A Coarse-to-fine Pyramid Network for Face-Skull Transformation

Poster-047.mp4
Poster-047.pdf

P-58: Mixing Histopathology Prototypes into Robust Slide-Level Representations for Cancer Subtyping

Poster-059.mp4
Poster-059.pdf

P-59: Consistency Loss for Improved Colonoscopy Landmark Detection with Vision Transformers

Oral-060.mp4
Oral-060.pdf

P-60: Radiomics Boosts Deep Learning Model for IPMN Classification

Poster-061.mov
Poster-061.pdf

P-61: Class-Balanced Deep Learning with Adaptive Vector Scaling Loss for Dementia Stage Detection

Oral-070.mp4
Oral-070.pdf

P-62: Enhancing Anomaly Detection in Melanoma Diagnosis through Self-Supervised Training and Lesion Comparison

Poster-071.mp4
Poster-071.pdf

P-63: DynBrainGNN: Towards Spatio-Temporal Interpretable Graph Neural Network based on Dynamic Brain Connectome for Psychiatric Diagnosis

Poster-077.mp4
Poster-077.pdf

P-64: Precise localization within the GI tract by combining classification of CNNs and time-series analysis of HMMs

Poster-078.mp4
Poster-078.pdf

P-65: Towards Unified Modality Understanding for Alzheimer's Disease Diagnosis using Incomplete Multi-Modality Data

Poster-091.mp4
Poster-091.pdf

P-66: COVID-19 Diagnosis Based on Swin Transformer Model with Demographic Information Fusion and Enhanced Multi-head Attention Mechanism

P-67: MoViT: Memorizing Vision Transformers for Medical Image Analysis

Oral-097.mp4
Oral-097.pdf

P-68: Fact-Checking of AI-Generated Reports

Oral-110.mp4
Oral-110.pdf

P-69: Is Visual Explanation with Grad-CAM More Reliability for Deeper Neural Networks? a Case Study with Automatic Pneumothorax Diagnosis

Poster-118.mov
Poster-118.pdf

P-70: Group Distributionally Robust Knowledge Distillation

Poster-119.mkv
Poster-119.pdf

P-71: A Bone Lesion Identification Network (BLIN) in Whole Body CT Images

Poster-121.mp4
Poster-121.pdf

P-72: Post-Deployment Adaptation with Access to Source Data via Federated Learning and Source-Target Remote Gradient Alignment

Oral-128.mp4
Oral-128.pdf

P-73: Data-driven Classification of Fatty Liver From 3D Unenhanced Abdominal CT Scans

Poster-130.mp4
Poster-130.pdf

P-74: Replica-based Federated Learning with Heterogeneous Architectures for Graph Super-Resolution

Oral-139.mp4
Oral-139.pdf

P-75: A Multitask Deep Learning Model for Voxel-level Brain Age Estimation

Poster-145.mp4
Poster-145.pdf

P-76: Deep Nearest Neighbors for Anomaly Detection in Chest X-Rays

Poster-147.mp4
Poster-147.pdf

P-77: CCMix: Curriculum of Class-wise Mixup for Long-tailed Medical Image Classification

Poster-155.mp4
Poster-155.pdf

P-78: MEDKD: Enhancing Medical Image Classification with Multiple Expert Decoupled Knowledge Distillation for Long-Tail Data

Poster-156.mp4
Poster-156.pdf

P-79: Leveraging Ellipsoid Bounding Shapes and Fast R-CNN for Enlarged Perivascular Spaces Detection and Segmentation

Poster-157.pdf

P-80: Non-Uniform Sampling-Based Breast Cancer Classification

P-81: A Scaled Denoising Attention-based Transformer for Breast Cancer Detection and Classification

Poster-162.mp4
Poster-162.pdf

P-82: Distilling Local Texture Features for Colorectal Tissue Classification in Low Data Regimes

Poster-165.mp4

P-83: Delving into Ipsilateral Mammogram Assessment under Multi-View Network

Poster-166.mp4
Poster-166.pdf

P-84: ARHNet: Adaptive Region Harmonization for Lesion-aware Augmentation to Improve Segmentation Performance

Poster-006.mp4
Poster-006.pdf

P-85: Normative Aging for an Individual’s Full Brain MRI Using Style GANs to Detect Localized Neurodegeneration

Oral-120.mp4
Oral-120.pdf

P-86: Deep Bayesian Quantization for Supervised Neuroimage Search

Poster-030.mp4
Poster-030.pdf

P-87: Triplet Learning for Chest X-Ray Image  Search in Automated COVID-19 Analysis

Poster-044.mp4
Poster-044.pdf

P-88: Cascaded Cross-Attention Networks for Data-Efficient Whole-Slide Image Classification Using Transformers

Oral-052.mp4
Oral-052.pdf

P-89: Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression via Deep Learning

Poster-068.mp4
Poster-068.pdf

P-90: RoFormer for Position Aware Multiple Instance Learning in Whole Slide Image Classification

Poster-101.mp4
Poster-101.pdf

P-91: Structural Cycle GAN for Virtual Immunohistochemistry Staining of Gland Markers in the Colon

Poster-148.mp4
Poster-148.pdf

P-92: NCIS: Deep Color Gradient Maps Regression and Three-Class Pixel Classification for Enhanced Neuronal Cell Instance Segmentation in Nissl-Stained Histological Images

Poster-056.mp4
Poster-056.pdf

P-93: Regionalized Infant Brain Cortical Development Based on Multi-view, High-level fMRI Fingerprint

Poster-132.mp4
Poster-132.pdf