Diagnostic performance of a deep learning convolutional neural network in the differentiation of combined naevi and melanomas

Abstract

The tested CNN more accurately classified combined naevi and melanomas in comparison with trained dermatologists. Their diagnostic performance could be improved if the CNN was used to confirm/overrule an initial melanoma diagnosis. Application of a CNN may therefore be of benefit to clinicians.