Md. Abdullah-Al Jubair

Class balanced diabetic retinopathy image synthesis using a latent diffusion framework

Diabetic Retinopathy (DR) is one of the major causes of preventable blindness globally. Automated screening for DR is critical but is severely hindered by data scarcity and class imbalance. Real-world datasets, such as APTOS 2019, exhibit extreme class imbalance, where sight-thre...