Search Results for author: Alexandre Le Guilcher

Found 2 papers, 0 papers with code

Generalizing deep learning models for medical image classification

no code implementations18 Mar 2024 Matta Sarah, Lamard Mathieu, Zhang Philippe, Alexandre Le Guilcher, Laurent Borderie, Béatrice Cochener, Gwenolé Quellec

Numerous Deep Learning (DL) models have been developed for a large spectrum of medical image analysis applications, which promises to reshape various facets of medical practice.

Image Classification Medical Image Classification

Instant automatic diagnosis of diabetic retinopathy

no code implementations12 Jun 2019 Gwenolé Quellec, Mathieu Lamard, Bruno Lay, Alexandre Le Guilcher, Ali Erginay, Béatrice Cochener, Pascale Massin

The purpose of this study is to evaluate the performance of the OphtAI system for the automatic detection of referable diabetic retinopathy (DR) and the automatic assessment of DR severity using color fundus photography.

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