2 papers
cs.CV2025
Advanced Segmentation of Diabetic Retinopathy Lesions Using DeepLabv3+
Meher Boulaabi, Takwa Ben Aïcha Gader, Afef Kacem Echi +1
To improve the segmentation of diabetic retinopathy lesions (microaneurysms, hemorrhages, exudates, and soft exudates), we implemented a binary segmentation method specific to each…
eess.IV2025
Enhancing DR Classification with Swin Transformer and Shifted Window Attention
Meher Boulaabi, Takwa Ben Aïcha Gader, Afef Kacem Echi +1
Diabetic retinopathy (DR) is a leading cause of blindness worldwide, underscoring the importance of early detection for effective treatment. However, automated DR classification re…