Instant automatic diagnosis of diabetic retinopathy. - Gwenolé Quellec; Mathieu Lamard; Bruno Laÿ; Alexandre Le Guilcher; Ali Erginay; Béatrice Cochener; Pascale Massin (CoRR, 2019)

Federated Learning for Diabetic Retinopathy Detection in a Multi-center Fundus Screening Network. - Sarah Matta; Mariem Ben Hassine; Clément Lecat; Laurent Borderie; Alexandre Le Guilcher; Pascale Massin; Béatrice Cochener; Mathieu Lamard; Gwenolé Quellec (EMBC, 2023)

Domain Generalization for Multi-disease Detection in Fundus Photographs. - Sarah Matta; Mathieu Lamard; Laurent Borderie; Alexandre Le Guilcher; Pascale Massin; Jean-Bernard Rottier; Béatrice Cochener; Gwenolé Quellec (EMBC, 2024)

Patch Progression Masked Autoencoder with Fusion CNN Network for Classifying Evolution Between Two Pairs of 2D OCT Slices. - Philippe Zhang; Weili Jiang; Yihao Li; Jing Zhang; Sarah Matta; Yubo Tan; Hui Lin; Haoshen Wang; Jiangtian Pan; Hui Xu; Laurent Borderie; Alexandre Le Guilcher; et al. (DIAMOND/MARIO@MICCAI, 2024)

Automatic Prediction of Center-Involved Diabetic Macular Edema Using Ultra-Widefield Color Fundus Photography. - Philippe Zhang; Yihao Li; Weili Jiang; Jing Zhang; Sarah Matta; Yubo Tan; Hui Lin; Haoshen Wang; Jiangtian Pan; Hui Xu; Laurent Borderie; Alexandre Le Guilcher; et al. (DIAMOND/MARIO@MICCAI, 2024)

A systematic review of generalization research in medical image classification. - Sarah Matta; Mathieu Lamard; Philippe Zhang; Alexandre Le Guilcher; Laurent Borderie; Béatrice Cochener; Gwenolé Quellec (Comput. Biol. Medicine, 2024)

Generalizing deep learning models for medical image classification. - Sarah Matta; Mathieu Lamard; Philippe Zhang; Alexandre Le Guilcher; Laurent Borderie; Béatrice Cochener; Gwenolé Quellec (CoRR, 2024)