Maron, Roman C. ; Schlager, Justin G. ; Haggenmüller, Sarah ; von Kalle, Christof ; Utikal, Jochen S. ; Meier, Friedegund ; Gellrich, Frank F. 
; Hobelsberger, Sarah ; Hauschild, Axel ; French, Lars ; Heinzerling, Lucie ; Schlaak, Max ; Ghoreschi, Kamran ; Hilke, Franz J. ; Poch, Gabriela ; Heppt, Markus V. ; Berking, Carola ; Haferkamp, Sebastian ; Sondermann, Wiebke ; Schadendorf, Dirk ; Schilling, Bastian ; Goebeler, Matthias ; Krieghoff-Henning, Eva ; Hekler, Achim ; Fröhling, Stefan ; Lipka, Daniel B. ; Kather, Jakob N. ; Brinker, Titus J.
; Hobelsberger, Sarah ; Hauschild, Axel ; French, Lars ; Heinzerling, Lucie ; Schlaak, Max ; Ghoreschi, Kamran ; Hilke, Franz J. ; Poch, Gabriela ; Heppt, Markus V. ; Berking, Carola ; Haferkamp, Sebastian ; Sondermann, Wiebke ; Schadendorf, Dirk ; Schilling, Bastian ; Goebeler, Matthias ; Krieghoff-Henning, Eva ; Hekler, Achim ; Fröhling, Stefan ; Lipka, Daniel B. ; Kather, Jakob N. ; Brinker, Titus J. A benchmark for neural network robustness in skin cancer classification
Maron, Roman C., Schlager, Justin G., Haggenmüller, Sarah, von Kalle, Christof, Utikal, Jochen S., Meier, Friedegund, Gellrich, Frank F., Hobelsberger, Sarah , Hauschild, Axel, French, Lars, Heinzerling, Lucie, Schlaak, Max, Ghoreschi, Kamran , Hilke, Franz J. , Poch, Gabriela, Heppt, Markus V., Berking, Carola, Haferkamp, Sebastian , Sondermann, Wiebke, Schadendorf, Dirk, Schilling, Bastian, Goebeler, Matthias, Krieghoff-Henning, Eva, Hekler, Achim, Fröhling, Stefan, Lipka, Daniel B., Kather, Jakob N. and Brinker, Titus J.
(2021)
A benchmark for neural network robustness in skin cancer classification.
European Journal of Cancer 155, pp. 191-199.
Date of publication of this fulltext: 29 Feb 2024 12:36
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| Item type | Article | ||||
| Journal or Publication Title | European Journal of Cancer | ||||
| Publisher: | Elsevier | ||||
|---|---|---|---|---|---|
| Place of Publication: | OXFORD | ||||
| Volume: | 155 | ||||
| Page Range: | pp. 191-199 | ||||
| Date | 2021 | ||||
| Institutions | Medicine > Lehrstuhl für Dermatologie und Venerologie | ||||
| Identification Number |
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| Keywords | IMAGE CLASSIFICATION; LEVEL CLASSIFICATION; DERMATOLOGISTS; SUPERIOR; Benchmarking; Dermatology; Skin neoplasms; Melanoma; Nevus; Artificial intelligence; Deep learning | ||||
| Dewey Decimal Classification | 600 Technology > 610 Medical sciences Medicine | ||||
| Status | Published | ||||
| Refereed | Yes, this version has been refereed | ||||
| Created at the University of Regensburg | Yes | ||||
| Item ID | 56683 |
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