Comparative and Complementary Diagnostic Value of Dermatoscopy and Clinical Close-up Photography in Skin Cancer Diagnosis: A Study from the MILK10k Dataset

Dermatoscopy alone yields higher sensitivity for malignant lesions but lower specificity for nevi than clinical close-up images. The latter provides complementary diagnostic cues, underscoring the value of integrating both modalities for optimal assessment.