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eess.IV2025
AI-Driven Diabetic Retinopathy Screening: Multicentric Validation of AIDRSS in India
Amit Kr Dey, Pradeep Walia, Girish Somvanshi +4
Purpose: Diabetic retinopathy (DR) is a major cause of vision loss, particularly in India, where access to retina specialists is limited in rural areas. This study aims to evaluate…
eess.IV2025
Enhancing Early Diabetic Retinopathy Detection through Synthetic DR1 Image Generation: A StyleGAN3 Approach
Sagarnil Das, Pradeep Walia
Diabetic Retinopathy (DR) is a leading cause of preventable blindness. Early detection at the DR1 stage is critical but is hindered by a scarcity of high-quality fundus images. Thi…