Association Between Surgical Skin Markings in Dermoscopic Images and Diagnostic Performance of a Deep Learning Convolutional Neural Network for Melanoma Recognition

IMPORTANCE: Deep learning convolutional neural networks (CNNs) have shown a performance at the level of dermatologists in the diagnosis of melanoma. Accordingly, further exploring the potential limitations of CNN technology before broadly applying it is of special interest. OBJECTIVE: To investigate...

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Bibliographic Details
Published in:JAMA Dermatol
Main Authors: Winkler, Julia K., Fink, Christine, Toberer, Ferdinand, Enk, Alexander, Deinlein, Teresa, Hofmann-Wellenhof, Rainer, Thomas, Luc, Lallas, Aimilios, Blum, Andreas, Stolz, Wilhelm, Haenssle, Holger A.
Format: Artigo
Language:Inglês
Published: American Medical Association 2019
Subjects:
Original Investigation
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6694463/
https://ncbi.nlm.nih.gov/pubmed/31411641
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1001/jamadermatol.2019.1735
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