Marisa Parvez Oishy

An explainable deep learning approach for automated detection and grading of diabetic retinopathy from fundus images.

Diabetic Retinopathy (DR) is a leading cause of preventable blindness, and it is important to accurately detect it as early as possible, as well as to measure the severity to provide early clinical indicators. Fundus image assessment in the manual mode is subjective and labor-intensive, and is hard to scale, which has...