A differential diagnosis support engine designed for specialist dermoscopy workflows. Input specific morphological features—such as vessel patterns, lines, and networks—to receive probability-weighted diagnostic suggestions. Safety-net logic highlights selected malignant features, but outputs must be verified against clinical examination, histopathology where indicated, and local pathways.