Medical Imaging | Radiation Oncology Deep learning application for abdominal organs segmentation on 0.35 T MR-Linac images. January 23, 2024
Cardiology | Radiology A Generative Adversarial Network to Synthesize 3D Magnetohydrodynamic Distortions for Electrocardiogram Analyses Applied to Cardiac Magnetic Resonance Imaging. November 14, 2023
Cardiology | Radiology Segmentation of 4D Flow MRI: Comparison between 3D Deep Learning and Velocity-Based Level Sets. June 27, 2023
Cardiology | Radiology Automatic uncertainty-based quality controlled T1 mapping and ECV analysis from native and post-contrast cardiac T1 mapping images using Bayesian vision transformer. February 24, 2023
Cardiology | Radiology Segmentation of the aorta in systolic phase from 4D flow MRI: multi-atlas vs. deep learning. February 17, 2023
Cardiology | Radiology Comparison of In-Vivo and Ex-Vivo Ascending Aorta Elastic Properties through Automatic Deep Learning Segmentation of Cine-MRI and Biomechanical Testing. January 21, 2023
Cardiology | Radiology 4D segmentation of the thoracic aorta from 4D flow MRI using deep learning. January 9, 2023
Radiology Effective Multiscale Deep Learning Model for COVID19 Segmentation Tasks: A Further Step Towards helping Radiologist. May 17, 2022
Cardiology | Radiology Deep learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge. May 2, 2022
Cardiology | Radiology Automatic deep learning-based myocardial infarction segmentation from delayed enhancement MRI. December 5, 2021
Radiology Deep Learning-based Automated Segmentation of Left Ventricular Trabeculations and Myocardium on Cardiac MR Images: A Feasibility Study. May 3, 2021
Medical Imaging | Radiology Learning with Context Feedback Loop for Robust Medical Image Segmentation. February 19, 2021