Artificial Intelligence in Skin Cancer Diagnostics: The Patients' Perspective

by Tanja B. Jutzi, Eva I. Krieghoff-Henning, Tim Holland-Letz, Jochen Sven Utikal, Jochen Sven Utikal, Axel Hauschild, Dirk Schadendorf, Wiebke Sondermann, Stefan Fröhling, Achim Hekler, Max Schmitt, Roman C. Maron, Titus J. Brinker
Published 2020-06-01

Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review

by Julia Höhn, Achim Hekler, Eva Krieghoff-Henning, Jakob Nikolas Kather, Jochen Sven Utikal, Friedegund Meier, Frank Friedrich Gellrich, Axel Hauschild, Lars French, Justin Gabriel Schlager, Kamran Ghoreschi, Tabea Wilhelm, Heinz Kutzner, Markus Heppt, Sebastian Haferkamp, Wiebke Sondermann, Dirk Schadendorf, Bastian Schilling, Roman C Maron, Max Schmitt, Tanja Jutzi, Stefan Fröhling, Daniel B Lipka, Titus Josef Brinker
Published 2021-07-01

Effects of Label Noise on Deep Learning-Based Skin Cancer Classification

by Achim Hekler, Jakob N. Kather, Jakob N. Kather, Eva Krieghoff-Henning, Jochen S. Utikal, Jochen S. Utikal, Friedegund Meier, Friedegund Meier, Frank F. Gellrich, Frank F. Gellrich, Julius Upmeier zu Belzen, Lars French, Justin G. Schlager, Kamran Ghoreschi, Tabea Wilhelm, Heinz Kutzner, Carola Berking, Markus V. Heppt, Sebastian Haferkamp, Wiebke Sondermann, Dirk Schadendorf, Bastian Schilling, Benjamin Izar, Roman Maron, Max Schmitt, Stefan Fröhling, Stefan Fröhling, Daniel B. Lipka, Daniel B. Lipka, Daniel B. Lipka, Titus J. Brinker
Published 2020-05-01