Alexandre Le Guilcher

According to our database, Alexandre Le Guilcher authored at least 7 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

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

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, Béatrice Cochener, Chubin Ou, Gwenolé Quellec, Mathieu Lamard

Proceedings of the Image-Based Prediction of Retinal Disease Progression, 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, Béatrice Cochener, Chubin Ou, Gwenolé Quellec, Mathieu Lamard

Proceedings of the Image-Based Prediction of Retinal Disease Progression, 2024

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

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

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

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2019

Instant automatic diagnosis of diabetic retinopathy.

Gwenolé Quellec, Mathieu Lamard, Bruno Laÿ, Alexandre Le Guilcher, Ali Erginay, Béatrice Cochener, Pascale Massin

CoRR, 2019