Published on in Vol 20, No 10 (2018): October

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/11936, first published .
Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review

Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review

Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review

Titus Josef Brinker 1, 2, MD;  Achim Hekler 2;  Jochen Sven Utikal 3, 4, MD;  Niels Grabe 5, PhD;  Dirk Schadendorf 6, MD;  Joachim Klode 6, MD;  Carola Berking 7, MD;  Theresa Steeb 7, MPH;  Alexander H Enk 1, MD;  Christof von Kalle 2, MD, PhD

1 Department of Dermatology, University Hospital Heidelberg, University of Heidelberg, Heidelberg , DE

2 Department of Translational Oncology, National Center for Tumor Diseases, German Cancer Research Center, Heidelberg , DE

3 Skin Cancer Unit, German Cancer Research Center , Heidelberg , DE

4 Department of Dermatology, Venereology and Allergology, University Medical Center Mannheim, Ruprecht-Karl University of Heidelberg, Heidelberg , DE

5 Bioquant, Hamamatsu Tissue Imaging and Analysis Center, University of Heidelberg, Heidelberg , DE

6 Department of Dermatology, University Hospital of Essen, University of Duisburg-Essen, Essen , DE

7 Department of Dermatology, University Hospital Munich, Ludwig Maximilian University of Munich, Munich , DE

Corresponding Author:

  • Titus Josef Brinker, MD
  • Department of Translational Oncology
  • National Center for Tumor Diseases
  • German Cancer Research Center
  • Im Neuenheimer Feld 460
  • Heidelberg
  • DE
  • Phone: 49 15175084347
  • Email: titus.brinker@nct-heidelberg.de