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Improving the accuracy of non-invasive diagnosis of skin tumors is becoming an urgent problem, given the clear increase in the incidence of melanoma in many countries. Dermoscopy and examination by an experienced dermatologist can reduce the NNE to 5–10 per melanoma (M) detected, however, achieving even this, clearly suboptimal, rate requires a long specialist training.