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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Библиографические подробности
Опубликовано в: :J Med Internet Res
Главные авторы: Brinker, Titus Josef, Hekler, Achim, Utikal, Jochen Sven, Grabe, Niels, Schadendorf, Dirk, Klode, Joachim, Berking, Carola, Steeb, Theresa, Enk, Alexander H, von Kalle, Christof
Формат: Artigo
Язык:Inglês
Опубликовано: JMIR Publications 2018
Предметы:
Review
Online-ссылка: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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