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)

Improved Automatic Diabetic Retinopathy Severity Classification Using Deep Multimodal Fusion of UWF-CFP and OCTA Images. - Mostafa El Habib Daho; Yihao Li; Rachid Zeghlache; Yapo Cedric Atse; Hugo Le Boité; Sophie Bonnin; Deborah Cosette; Pierre Deman; Laurent Borderie; Capucine Lepicard; Ramin Tadayoni; Béatrice Cochener; et al. (OMIA@MICCAI, 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)

DISCOVER: 2-D multiview summarization of Optical Coherence Tomography Angiography for automatic diabetic retinopathy diagnosis. - Mostafa El Habib Daho; Yihao Li; Rachid Zeghlache; Hugo Le Boité; Pierre Deman; Laurent Borderie; Hugang Ren; Niranchana Manivannan; Capucine Lepicard; Béatrice Cochener; Aude Couturier; Ramin Tadayoni; et al. (Artif. Intell. Medicine, 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)