Automated Detection of Myopic Maculopathy in MMAC 2023: Achievements in Classification, Segmentation, and Spherical Equivalent Prediction. - Yihao Li; Philippe Zhang; Yubo Tan; Jing Zhang; Zhihan Wang; Weili Jiang; Pierre-Henri Conze; Mathieu Lamard; Gwenolé Quellec; Mostafa El Habib Daho (MMAC@MICCAI, 2023)

Detection and Classification of Glaucoma in the Justraigs Challenge: Achievements in Binary and Multilabel Classification. - Philippe Zhang; Yihao Li; Jing Zhang; Weili Jiang; Pierre-Henri Conze; Mathieu Lamard; Gwenolé Quellec; Mostafa El Habib Daho (ISBI, 2024)

Classification and Segmentation of Intrapartum Ultrasound Images with Deep Learning Models. - Yubo Tan; Shiye Wang; Wen-Da Shen; Wang-Wang Yu; Yihao Li; Philippe Zhang; Weili Jiang; Yong-Jie Li 001 (IUGC@MICCAI, 2024)

Deep Learning-Based Detection of Referable Diabetic Retinopathy and Macular Edema Using Ultra-widefield Fundus Imaging. - Philippe Zhang; Pierre-Henri Conze; Mathieu Lamard; Béatrice Cochener; Gwenolé Quellec; Mostafa El Habib Daho (UWF4DR@MICCAI, 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)

Deep Learning-Based Detection of Referable Diabetic Retinopathy and Macular Edema Using Ultra-Widefield Fundus Imaging. - Philippe Zhang; Pierre-Henri Conze; Mathieu Lamard; Gwenolé Quellec; Mostafa El Habib Daho (CoRR, 2024)

Deep Learning for Retinal Degeneration Assessment: A Comprehensive Analysis of the MARIO AMD Progression Challenge. - Rachid Zeghlache; Ikram Brahim; Pierre-Henri Conze; Mathieu Lamard; Mohammed El Amine Lazouni; Elaouaber Zineb Aziza; Leila Ryma Lazouni; Christopher Nielsen; Ahmad O. Ahsan; Matthias Wilms; Nils D. Forkert; Lovre Antonio Budimir; et al. (CoRR, 2025)