Hiba Ramadan

A trustworthy evidential transformer with linear fusion and Gram-matrix distillation for efficient optic disc and cup segmentation

Accurate glaucoma screening relies on the vertical cup-to-disc ratio (VCDR), but automation remains challenging. A critical trade-off between computational efficiency, segmentation accuracy, and model trustworthiness hinders clinical deployment. Vision Transformers offer global c...