Murali Gujjula

Lesion-semantic token guided transformer fusion for stage-adaptive diabetic retinopathy grading and screening

Diabetic retinopathy (DR) screening from retinal fundus images is still difficult because of the heterogeneity of lesions, significant class imbalance, and low reliability of existing deep learning algorithms owing to their generic feature pooling and passive fusion mechanisms. To overcome such limitations, this study...