Hesis onse Estimation through Spatially Oriented Neural Network and Texture Ensemble (RESONATE)
STructural Rectal Atlas Deformation (StRAD) features for characterizing intra- and peri-wall chemoradiation response on MRI
Dynamic Routing Capsule Networks for Mild Cognitive Impairment Diagnosis
Deep Multi-modal Latent Representation Learning for Automated Dementia Diagnosis
Dynamic Spectral Convolution Networks with Assistant Task Training for Early MCI diagnosis
Bridging Imaging, Genetics, and Diagnosis in a Coupled Low-Dimensional Framework
Global and Local Interpretability for Cardiac MRI Classification
Let's agree to disagree: learning highly debatable multirater labelling
Coidentifciation of group-level hole structures in brain networks via Hodge Laplacian
Confident Head Circumference Measurement from Ultrasound with Real-time Feedback for Sonographers
Image Reconstruction and Synthesis
Detection and Correction of Cardiac MRI Motion Artefacts during Reconstruction from k-space
Exploiting motion for deep learning reconstruction of extremely-undersampled dynamic MRI
VS-Net: Variable spitting network for accelerated parallel MRI reconstruction
A Novel Loss Function Incorporating Imaging Acquisition Physics for PET Attenuation Map Generation using Deep Learning
A Prior Learning Network for Joint Image and Sensitivity Estimation in Parallel MR Imaging
Consensus Neural Network for Medical Image Denoising with Only Noisy Training Samples
Consistent Brain Ageing Synthesis
Hybrid Generative Adversarial Networks for Deep MR to CT Synthesis using Unpaired Data
Arterial Spin Labeling Images Synthesis via Locally-constrained WGAN-GP Ensemble
SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis
Wavelet-Based Semi-Supervised Adversarial Learning for Synthesizing Realistic 7T from 3T MRI
DiamondGAN: Unified Multi-Modal Generative Adversarial Networks for MRI Sequences Synt.