output
20122026
most citedDeep Learning for Segmentation using an Open Large-Scale Dataset in 2D Echocardiography

773 citations

researchers with a paper here
collaborating institutions

18 papers

eess.IV2026

The MYOSAIQ Challenge: Myocardial Segmentation with Automated Infarct Quantification

Olivier Bernard, William A. Romero R., Cyprien Bouton +24

Late gadolinium enhancement (LGE) cardiac magnetic resonance (MR) imaging is the modality of choice to assess myocardial infarction (MI) lesions. Nowadays MI volume quantification…

cs.CV2026★ 1 cited

Small Object Detection in Industrial Recycling: A New Dataset and YOLO Performance Evaluation

Oussama Messai, Abbass Zein-Eddine, Abdelouahid Bentamou +4

In this paper, we address the problem of detecting small, dense, and overlapping objects, a major challenge in computer vision. Our focus is on reviewing proposed methods based on…

stat.ME2024★ 6 cited

Clinical research and methodology What usage and what hierarchical order for secondary endpoints?

Silvy Laporte, Marine Diviné, Danièle Girault +12

In a randomised clinical trial, when the result of the primary endpoint shows a significant benefit, the secondary endpoints are scrutinised to identify additional effects of the t…

cs.AI2024★ 8 cited

Breast Cancer Diagnosis: A Comprehensive Exploration of Explainable Artificial Intelligence (XAI) Techniques

Samita Bai, Sidra Nasir, Rizwan Ahmed Khan +2

Breast cancer (BC) stands as one of the most common malignancies affecting women worldwide, necessitating advancements in diagnostic methodologies for better clinical outcomes. Thi…

eess.SP2023★ 7 cited

Alteration of skeletal muscle energy metabolism assessed by 31P MRS in clinical routine, part 1: Advanced Quality Control pipeline

Antoine Naëgel, Hélène Ratiney, Jabrane Karkouri +6

Background: Implementing a standardized 31P-MRS dynamic acquisition protocol to evaluate skeletal muscle energy metabolism and monitor muscle fatigability1,2, while being compatibl…

eess.SP2023★ 5 cited

Alteration of skeletal muscle energy metabolism assessed by 31P MRS in clinical routine, part 2: Clinical application

Antoine Naëgel, Hélène Ratiney, Jabrane Karkouri +6

Background: In this second part of a two-part paper, we intend to demonstrate the impact of the previously proposed advanced quality control pipeline. To understand its benefit and…