Anika Ayesha Azam

Segmentation Guided Explainable Deep Learning for Multi-Class Skin Disease Detection

This research centers on the creation of a "Segmentation-Guided" Explainable Deep Learning system, built specifically to sharpen the accuracy of skin disease detection and fix the "trust gap" currently plaguing digital dermatology. To move past the limitations of typical "black-box" models—where the inner logic is hidd...