Publications by authors named "Sarah Matta"

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A robust deep learning classifier for screening multiple retinal diseases on optical coherence tomography.
Philippe Zhang, Gwenole Quellec, Sarah Matta, Laurent Borderie, Alexandre Le Guilcher

Sci Rep· October 2025

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Context-Aware Vision Language Foundation Models for Ocular Disease Screening in Retinal Images.
Lucie Berger, Mathieu Lamard, Philippe Zhang, Laurent Borderie, Alexandre Le Guilcher, Sarah Matta

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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A systematic review of generalization research in medical image classification.
Sarah Matta, Mathieu Lamard, Philippe Zhang, Alexandre Le Guilcher, Laurent Borderie

Comput Biol Med· December 2024

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Domain Generalization for Multi-disease Detection in Fundus Photographs.
Sarah Matta, Mathieu Lamard, Laurent Borderie, Alexandre Le Guilcher, Pascale Massin

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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Towards population-independent, multi-disease detection in fundus photographs.
Sarah Matta, Mathieu Lamard, Pierre-Henri Conze, Alexandre Le Guilcher, Clément Lecat

Sci Rep· July 2023

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Federated Learning for Diabetic Retinopathy Detection in a Multi-center Fundus Screening Network.
Sarah Matta, Mariem Ben Hassine, Clement Lecat, Laurent Borderie, Alexandre Le Guilcher

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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ADAM Challenge: Detecting Age-Related Macular Degeneration From Fundus Images.
Huihui Fang, Fei Li, Huazhu Fu, Xu Sun, Xingxing Cao, Sarah Matta

IEEE Trans Med Imaging· October 2022

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Automatic Screening for Ocular Anomalies Using Fundus Photographs.
Sarah Matta, Mathieu Lamard, Pierre-Henri Conze, Alexandre Le Guilcher, Vincent Ricquebourg

Optom Vis Sci· March 2022

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