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Cool but it seems like it would get more difficult with more non-cancerous but medically concerning lesions (eg due to infectious disease).

This is true - there are more than 2000 different conditions in dermatology but the most important ones to recognise are skin cancers

My concern (?) is the task is unrealistically easy without more varieties of lesions to distinguish from cancer.