no code implementations • 14 May 2024 • Clément Playout, Farida Cheriet
Identifying lesions in fundus images is an important milestone toward an automated and interpretable diagnosis of retinal diseases.
1 code implementation • 19 Jan 2024 • Gabriel Lepetit-Aimon, Clément Playout, Marie Carole Boucher, Renaud Duval, Michael H Brent, Farida Cheriet
Reliable automatic diagnosis of Diabetic Retinopathy (DR) and Macular Edema (ME) is an invaluable asset in improving the rate of monitored patients among at-risk populations and in enabling earlier treatments before the pathology progresses and threatens vision.
no code implementations • 19 Feb 2021 • Clément Playout, Ola Ahmad, Freddy Lecue, Farida Cheriet
Finally, we provide an in-depth analysis of the effect of the deformable convolutions, bringing elements of discussion on the behavior of CNN models.