Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review
2018 | journal article; research paper
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Cite this publication
Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review
Brinker, T. J.; Hekler, A.; Utikal, J. S.; Grabe, N. ; Schadendorf, D.; Klode, J. & Berking, C. et al. (2018)
Journal of Medical Internet Research, 20(10) art. e11936. DOI: https://doi.org/10.2196/11936
Documents & Media
Details
- Authors
- Brinker, Titus Josef; Hekler, Achim; Utikal, Jochen Sven; Grabe, Niels ; Schadendorf, Dirk; Klode, Joachim; Berking, Carola; Steeb, Theresa; Enk, Alexander H.; von Kalle, Christof
- Abstract
- 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 present there is no review of the current work in this research area.
- Issue Date
- 2018
- Journal
- Journal of Medical Internet Research
- ISSN
- 1438-8871
- Language
- English
