A Multitask Learning Architecture for Simultaneous Segmentation of Bright and Red Lesions in Fundus Images. - Clément Playout; Renaud Duval; Farida Cheriet (MICCAI (2), 2018)

Automatic Segmentation of the Scoliotic Spine from Mr Images. - Nassim Guerroumi; Clément Playout; Catherine Laporte; Farida Cheriet (ISBI, 2019)

A Novel Weakly Supervised Multitask Architecture for Retinal Lesions Segmentation on Fundus Images. - Clément Playout; Renaud Duval; Farida Cheriet (IEEE Trans. Medical Imaging, 2019)

Adaptable Deformable Convolutions for Semantic Segmentation of Fisheye Images in Autonomous Driving Systems. - Clément Playout; Ola Ahmad; Freddy Lécué; Farida Cheriet (CoRR, 2021)

Focused Attention in Transformers for interpretable classification of retinal images. - Clément Playout; Renaud Duval; Marie-Carole Boucher; Farida Cheriet (Medical Image Anal., 2022)

A Region-Based Approach to Diabetic Retinopathy Classification with Superpixel Tokenization. - Clément Playout; Zacharie Legault; Renaud Duval; Marie-Carole Boucher; Farida Cheriet (MICCAI (5), 2024)

MAPLES-DR: MESSIDOR Anatomical and Pathological Labels for Explainable Screening of Diabetic Retinopathy. - Gabriel Lepetit-Aimon; Clément Playout; Marie-Carole Boucher; Renaud Duval; Michael H. Brent; Farida Cheriet (CoRR, 2024)

Cross-Dataset Generalization For Retinal Lesions Segmentation. - Clément Playout; Farida Cheriet (CoRR, 2024)

Multi-style conversion for semantic segmentation of lesions in fundus images by adversarial attacks. - Clément Playout; Renaud Duval; Marie-Carole Boucher; Farida Cheriet (CoRR, 2024)