ADAM Challenge: Detecting Age-related Macular Degeneration from Fundus Images. - Huihui Fang; Fei Li 021; Huazhu Fu; Xu Sun 006; Xingxing Cao; Fengbin Lin; Jaemin Son; Sunho Kim; Gwenolé Quellec; Sarah Matta; Sharath M. Shankaranarayana; Yi-Ting Chen; et al. (CoRR, 2022)

ADAM Challenge: Detecting Age-Related Macular Degeneration From Fundus Images. - Huihui Fang; Fei Li 021; Huazhu Fu; Xu Sun 006; Xingxing Cao; Fengbin Lin; Jaemin Son; Sunho Kim; Gwenolé Quellec; Sarah Matta; Sharath M. Shankaranarayana; Yi-Ting Chen; et al. (IEEE Trans. Medical Imaging, 2022)

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)