output
20192025
most citedCardiac Segmentation with Strong Anatomical Guarantees

126 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing cs.CVShow all

3 papers · 1 filter

cs.CV2025

Automatic quantification of breast cancer biomarkers from multiple 18F-FDG PET image segmentation

Tewele W. Tareke, Neree Payan, Alexandre Cochet +5

Neoadjuvant chemotherapy (NAC) has become a standard clinical practice for tumor downsizing in breast cancer with 18F-FDG Positron Emission Tomography (PET). Our work aims to lever…

cs.CV2023★ 35 cited

MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision

Jianning Li, Zongwei Zhou, Jiancheng Yang +154

Prior to the deep learning era, shape was commonly used to describe the objects. Nowadays, state-of-the-art (SOTA) algorithms in medical imaging are predominantly diverging from co…

cs.CV2020★ 126 cited

Cardiac Segmentation with Strong Anatomical Guarantees

Nathan Painchaud, Youssef Skandarani, Thierry Judge +3

Convolutional neural networks (CNN) have had unprecedented success in medical imaging and, in particular, in medical image segmentation. However, despite the fact that segmentation…