Deep neural networks are superior to dermatologists in melanoma image classification.

•Recent publications demonstrated that deep learning is capable to classify images of benign nevi and melanoma with dermatologist-level precision.•A systematic outperformance of dermatologists was not demonstrated to date.•This study shows the first systematic (p < 0.001) outperformance of board-certified dermatologists in dermoscopic melanoma image classification.