Past and present of computer-assisted dermoscopic diagnosis: performance of a conventional image analyser versus a convolutional neural network in a prospective data set of 1,981 skin lesions.

Convolutional neural networks (CNNs) have shown a dermatologist-level performance in the classification of skin lesions. We aimed to deliver a head-to-head comparison of a conventional image analyser (CIA), which depends on segmentation and weighting of handcrafted features, to a CNN trained by deep...

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Bibliographic Details

Published in:	European Journal of Cancer Vol. 135; pp. 39 - 47
Main Authors:	Sies, Katharina, Winkler, Julia K., Fink, Christine, Bardehle, Felicitas, Toberer, Ferdinand, Buhl, Timo, Enk, Alexander, Blum, Andreas, Rosenberger, Albert, Haenssle, Holger A.
Format:	research tables/charts Journal Article
Published:	Pergamon Press - An Imprint of Elsevier Science Aug2020
Online Access:	View this record in EBSCOhost