Publikationen von 0000-0002-2164-4644
(ORCID: 0000-0002-2164-4644)

Hauser, Katja , Kurz, Alexander, Haggenmüller, Sarah, Maron, Roman C., von Kalle, Christof , Utikal, Jochen S., Meier, Friedegund , Hobelsberger, Sarah , Gellrich, Frank F. , Sergon, Mildred , Hauschild, Axel, French, Lars E., Heinzerling, Lucie, Schlager, Justin G., Ghoreschi, Kamran , Schlaak, Max, Hilke, Franz J., Poch, Gabriela, Kutzner, Heinz, Berking, Carola, Heppt, Markus V., Erdmann, Michael, Haferkamp, Sebastian, Schadendorf, Dirk, Sondermann, Wiebke, Goebeler, Matthias, Schilling, Bastian, Kather, Jakob N. , Fröhling, Stefan, Lipka, Daniel B., Hekler, Achim, Krieghoff-Henning, Eva und Brinker, Titus J. (2022) Explainable artificial intelligence in skin cancer recognition: A systematic review. European Journal of Cancer 167, S. 54-69. Volltext nicht vorhanden.

Maron, Roman C., Hekler, Achim, Haggenmüller, Sarah, von Kalle, Christof, Utikal, Jochen S., Müller, Verena, Gaiser, Maria, Meier, Friedegund , Hobelsberger, Sarah , Gellrich, Frank F. , Sergon, Mildred, Hauschild, Axel, French, Lars E., Heinzerling, Lucie, Schlager, Justin G., Ghoreschi, Kamran, Schlaak, Max, Hilke, Franz J., Poch, Gabriela, Korsing, Sören, Berking, Carola, Heppt, Markus V., Erdmann, Michael, Haferkamp, Sebastian, Schadendorf, Dirk, Sondermann, Wiebke, Goebeler, Matthias, Schilling, Bastian, Kather, Jakob N. , Fröhling, Stefan, Lipka, Daniel B., Krieghoff-Henning, Eva und Brinker, Titus J. (2022) Model soups improve performance of dermoscopic skin cancer classifiers. European Journal of Cancer 173, S. 307-316. Volltext nicht vorhanden.

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. und Brinker, Titus J. (2021) A benchmark for neural network robustness in skin cancer classification. European Journal of Cancer 155, S. 191-199. Volltext nicht vorhanden.

Höhn, Julia, Krieghoff-Henning, Eva , 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 und 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, S. 94-101. Volltext nicht vorhanden.

Höhn, Julia, Hekler, Achim, Krieghoff-Henning, Eva , 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 und 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. Volltext nicht vorhanden.

Maron, Roman C., Haggenmüller, Sarah, von Kalle, Christof , Utikal, Jochen S., Meier, Friedegund, Gellrich, Frank F. , Hauschild, Axel, French, Lars E. , Schlaak, Max, Ghoreschi, Kamran , Kutzner, Heinz, Heppt, Markus V., Haferkamp, Sebastian , Sondermann, Wiebke, Schadendorf, Dirk , Schilling, Bastian, Hekler, Achim, Krieghoff-Henning, Eva, Kather, Jakob N. , Fröhling, Stefan, Lipka, Daniel B. und Brinker, Titus J. (2021) Robustness of convolutional neural networks in recognition of pigmented skin lesions. European Journal of Cancer 145, S. 81-91. Volltext nicht vorhanden.