Enhancing stroke risk and prognostic timeframe assessment with deep learning and a broad range of retinal biomarkers

S Messica, D Presil, Y Hoch, T Lev, A Hadad… - Artificial Intelligence in …, 2024 - Elsevier
Stroke stands as a major global health issue, causing high death and disability rates and
significant social and economic burdens. The effectiveness of existing stroke risk …

Multi-style conversion for semantic segmentation of lesions in fundus images by adversarial attacks

C Playout, R Duval, MC Boucher, F Cheriet - arXiv preprint arXiv …, 2024 - arxiv.org
The diagnosis of diabetic retinopathy, which relies on fundus images, faces challenges in
achieving transparency and interpretability when using a global classification approach …