Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning

no code implementations • 1 Dec 2022 • José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José I. Fernández-Vigo, Marcos Ortega

This is possible thanks to the use of a CNN with a custom setting that links the lesions and the diagnosis.

Lesion Segmentation

Improving AMD diagnosis by the simultaneous identification of associated retinal lesions

no code implementations • 22 May 2022 • José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José I. Fernández-Vigo, Marcos Ortega

To overcome these issues, several works have proposed automatic methods for the detection of AMD in retinography images, the most widely used modality for the screening of the disease.

Binary Classification