Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review

BACKGROUND: State-of-the-art classifiers based on convolutional neural networks (CNNs) were shown to classify images of skin cancer on par with dermatologists and could enable lifesaving and fast diagnoses, even outside the hospital via installation of apps on mobile devices. To our knowledge, at pr...

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Enregistré dans:
Détails bibliographiques
Publié dans:J Med Internet Res
Auteurs principaux: Brinker, Titus Josef, Hekler, Achim, Utikal, Jochen Sven, Grabe, Niels, Schadendorf, Dirk, Klode, Joachim, Berking, Carola, Steeb, Theresa, Enk, Alexander H, von Kalle, Christof
Format: Artigo
Langue:Inglês
Publié: JMIR Publications 2018
Sujets:
Review
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6231861/
https://ncbi.nlm.nih.gov/pubmed/30333097
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/11936
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