Multi-cavity Heart Segmentation in Non-contrast Non-ECG Gated CT Scans with F-CNN
3D Deep Convolutional Neural Network-based Ventilated Lung Segmentation using Multi-nuclear Hyperpolarized Gas MRI
Lung Cancer Tumor Region Segmentation Using Recurrent 3D-DenseUNet
3D Probabilistic Segmentation and Volumetry from 2D Projection Images
CovidDiagnosis: Deep Diagnosis of Covid-19 Patients using Chest X-rays
Can We Trust Deep Learning Based Diagnosis? The Impact of Domain Shift in Chest Radiograph Classification
A Weakly Supervised Deep Learning Framework for COVID-19 CT Detection and Analysis
Deep Reinforcement Learning for Localization of the Aortic Annulus in Patients with Aortic Dissection
Functional-Consistent CycleGAN for CT to Iodine Perfusion Map Translation
MRI to CTA Translation for Pulmonary Artery Evaluation using CycleGANs Trained with Unpaired Data
Semi-supervised Virtual Regression of Aortic Dissections Using 3D Generative Inpainting
Registration-Invariant Biomechanical Features for Disease Staging of COPD in SPIROMICS
Deep Group-wise Variational Diffeomorphic Image Registration.