Ahmed Jameel Mohammed

Uncertainty-Aware Deep Learning for Skin Cancer Diagnosis

Although recent models achieve high diagnostic accuracy, uncertainty reporting remains limited, uncertainty thresholds are rarely validated, calibration practices are inconsistent, and external clinical evaluation is scarce, the synthesis shows that although recent models achieve high diagnostic accuracy, uncertainty r...