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

Christine FinkA BlumT BuhlC MitteldorfR Hofmann-WellenhofTeresa KränkeW StolzL TrennheuserC CussighD DeltgenJ K WinklerFerdinand TobererA EnkA RosenbergerHolger A Haenssle

Published in: Journal of the European Academy of Dermatology and Venereology : JEADV (2020)

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.

Keyphrases

convolutional neural network
deep learning
artificial intelligence
skin cancer
machine learning
palliative care
resistance training