3D Infant Pose Estimation Using Transfer Learning

3D UNet with GAN discriminator for robust localisation of the fetal brain and trunk in MRI with partial coverage of the fetal body

A Bayesian Unsupervised Deep-Learning Based Approach for Deformable Image Registration

A Critic Evaluation Of Covid-19 Automatic Detection From X-Ray Images

Adversarial cycle-consistent synthesis of cerebral microbleeds for data augmentation

Annotation-Efficient Deep Semi-Supervised Learning for Automatic Knee Osteoarthritis Severity Diagnosis from Plain Radiographs

Biomechanical modelling of brain atrophy through deep learning

Brain2Word: Improving Brain Decoding Methods and Evaluation

Classification with a domain shift in medical imaging

Decoding Brain States: Clustering fMRI Dynamic Functional Connectivity Timeseries with Deep Autoencoders

DeepSim: Semantic similarity metrics for learned image registration

Diffusion MRI-based structural connectivity robustly predicts "brain-age''

Encoding Clinical Priori in 3D Convolutional Neural Networks for Prostate Cancer Detection in bpMRI

Improving the Interpretability in Medical Imaging Diagnosis using Adversarial Training

Joint Hierarchical Bayesian Learning of Full-structure Noise for Brain Source Imaging

Privacy-preserving medical image analysis

Quantification of task similarity for efficient knowledge transfer in biomedical image analysis

RATCHET: Medical Transformer for Chest X-ray Diagnosis and Reporting

Representing Ambiguity in Registration Problems with Conditional Invertible Neural Networks

Retrospective Motion Correction of MR Images using Prior-Assisted Deep Learning

Scalable solutions for MR image classification of Alzheimer's disease

Self-supervised out-of-distribution detection in brain CT scans

Semantic Video Segmentation for Intracytoplasmic Sperm Injection Procedures

Semi-Supervised Learning of MR Image Synthesis without Fully-Sampled Ground-Truth Acquisitions

Towards disease-aware image editing of chest X-rays

Unsupervised detection of Hypoplastic Left Heart Syndrome in fetal screening

Using StyleGAN for Visual Interpretability of Deep Learning Models on Medical Images

A Deep Learning Model to Detect Anemia from Echocardiography

AI system for predicting the deterioration of COVID-19 patients in the emergency department

Attention Transfer Outperforms Transfer Learning in Medical Image Disease Classifiers

Autoencoder Image Compression Algorithm for Reduction of Resource Requirements

Can We Learn to Explain Chest X-Rays?: A Cardiomegaly Use Case

Clinical Validation of Machine Learning Algorithm Generated Images

Community Detection in Medical Image Datasets: Using Wavelets and Spectral Clustering

Comparing Sparse and Deep Neural Network(NN)s: Using AI to Detect Cancer.

Context-aware Self-supervised Learning for Medical Images Using Graph Neural Network

COVIDNet-S: SARS-CoV-2 lung disease severity grading of chest X-rays using deep convolutional neural networks

Deep learning to assist radiologists in breast cancer diagnosis with ultrasound imaging

Embracing the Disharmony in Heterogeneous Medical Data

Harmonization and the Worst Scanner Syndrome

Hierarchical Amortized Training for Memory-efficient High Resolution 3D GAN

Hip Fracture Risk Modeling Using DXA and Deep Learning

Learning MRI contrast agnostic registration

Learning to estimate a surrogate respiratory signal from cardiac motion by signal-to-signal translation

LVHNet: Detecting Cardiac Structural Abnormalities with Chest X-Rays

Modified VGG16 Network for Medical Image Analysis

Multi-Label Incremental Few-Shot Learning for Medical Image Pathology classifiers

MVD-Fuse: Detection of White Matter Degeneration via Multi-View Learning of Diffusion Microstructure

Predicting the Need for Intensive Care for COVID-19 Patients using Deep Learning on Chest Radiography

Probabilistic Recovery of Missing Phase Images in Contrast-Enhanced CT

RANDGAN: Randomized Generative Adversarial Network for Detection of COVID-19 in Chest X-ray

StND: Streamline-based Non-rigid partial-Deformation Tractography Registration

Ultrasound Diagnosis of COVID-19: Robustness and Explainability

Zero-dose PET Reconstruction with Missing Input by U-Net with Attention Modules