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, 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.
Fulltext not available.
, Jutzi, Tanja B., von Kalle, Christof
, Utikal, Jochen S., Meier, Friedegund, Gellrich, Frank F.
, Hobelsberger, Sarah, Hauschild, Axel, Schlager, Justin G., French, Lars, Heinzerling, Lucie, Schlaak, Max, Ghoreschi, Kamran
, Hilke, Franz J.
, Poch, Gabriela, Kutzner, Heinz, Heppt, Markus V., Haferkamp, Sebastian
, Sondermann, Wiebke, Schadendorf, Dirk, Schilling, Bastian, Goebeler, Matthias, Hekler, Achim, Fröhling, Stefan, Lipka, Daniel B., Kather, Jakob N.
, Krahl, Dieter, Ferrara, Gerardo, Haggenmüller, Sarah and Brinker, Titus J.
(2021)
Combining CNN-based histologic whole slide image analysis and patient data to improve skin cancer classification.
European Journal of Cancer 149, pp. 94-101.
Fulltext not available.
, Kather, Jakob Nikolas
, Utikal, Jochen Sven
, Meier, Friedegund
, Gellrich, Frank Friedrich
, Hauschild, Axel, French, Lars
, Schlager, Justin Gabriel, Ghoreschi, Kamran
, Wilhelm, Tabea, Kutzner, Heinz, Heppt, Markus, Haferkamp, Sebastian
, Sondermann, Wiebke, Schadendorf, Dirk, Schilling, Bastian, Maron, Roman C, Schmitt, Max, Jutzi, Tanja, Fröhling, Stefan, Lipka, Daniel B and Brinker, Titus Josef
(2021)
Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review.
Journal of Medical Internet Research 23 (7), e20708.
Fulltext not available.
, Krieghoff-Henning, Eva, Utikal, Jochen S., Meier, Friedegund, Gellrich, Frank F., Upmeier zu Belzen, Julius, French, Lars, Schlager, Justin G., Ghoreschi, Kamran, Wilhelm, Tabea, Kutzner, Heinz, Berking, Carola, Heppt, Markus V., Haferkamp, Sebastian, Sondermann, Wiebke, Schadendorf, Dirk, Schilling, Bastian, Izar, Benjamin, Maron, Roman, Schmitt, Max, Fröhling, Stefan, Lipka, Daniel B. and Brinker, Titus J.
(2020)
Effects of Label Noise on Deep Learning-Based Skin Cancer Classification.
Frontiers in Medicine 7.
Fulltext not available.
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