Cardiology | Radiology Modeling 3D Cardiac Contraction and Relaxation With Point Cloud Deformation Networks. April 22, 2024
Cardiology | Medical Imaging 3D Shape-Based Myocardial Infarction Prediction Using Point Cloud Classification Networks. December 12, 2023
Cardiology | Radiology Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images. October 7, 2023
Cardiology | Radiology Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&ms Challenge. April 17, 2023
Cardiology | Computational Medicine | Medical Imaging Interpretable cardiac anatomy modeling using variational mesh autoencoders. January 9, 2023
Cardiology | Medical Imaging | Radiology Multi-Domain Variational Autoencoders for Combined Modeling of MRI-Based Biventricular Anatomy and ECG-Based Cardiac Electrophysiology. June 27, 2022
Oncology | Radiology A deep learning pipeline to simulate fluorodeoxyglucose (FDG) uptake in head and neck cancers using non-contrast CT images without the administration of radioactive tracer. March 14, 2022
Hepatology | Medical Imaging | Radiology Emerging artificial intelligence applications in liver magnetic resonance imaging. November 18, 2021
Cardiology A completely automated pipeline for 3D reconstruction of human heart from 2D cine magnetic resonance slices. October 25, 2021
Radiology A Deep Learning Approach to Visualise Aortic Aneurysm Morphology without the Use of Intravenous Contrast Agents. April 29, 2021
Cardiology | Radiology | Vascular Surgery A Deep Learning Pipeline to Automate High-Resolution Arterial Segmentation with or without Intravenous Contrast. November 25, 2020