Cardiologie

Segmentation of cardiac infarction in delayed-enhancement MRI using probability map and transformers-based neural networks featured image

Segmentation of cardiac infarction in delayed-enhancement MRI using probability map and transformers-based neural networks

Background and Objective: Automatic segmentation of myocardial infarction is of great clinical interest for the quantitative evaluation of myocardial infarction (MI). Late …

erwan-lecesne

Transformers-Based Neural Network for Cardiac Infarction Segmentation in Delayed-Enhancement MRI

Accurately and robustly segmenting myocardial infarction (MI) is crucial for clinical diagnosis of cardiac diseases, treatment and planning. In this study, we propose a novel deep …

lecesne-erwan
Interventional cardiology featured image

Interventional cardiology

Guiding the gesture in interventional cardiology, from preoperative imaging to the intervention room. A project where a data constraint was turned into a better-targeted clinical …