Shilpa Bhagat

Toward Reliable Diabetic Retinopathy Severity Assessment via Cross-Domain Retinal Representation Learning

Diabetic retinopathy (DR) is a leading cause of preventable blindness worldwide, necessitating accurate and reliable automated severity grading systems for early diagnosis and timely intervention. However, existing deep learning methods often exhibit limited lesion localization, poor cross-dataset generalization, inade...