Publikationen von Gellrich, Frank F.

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.

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.

Haggenmüller, Sarah, Maron, Roman C., Hekler, Achim, Utikal, Jochen S., Barata, Catarina , Barnhill, Raymond L., Beltraminelli, Helmut, Berking, Carola, Betz-Stablein, Brigid , Blum, Andreas, Braun, Stephan A., Carr, Richard, Combalia, Marc, Fernandez-Figueras, Maria-Teresa, Ferrara, Gerardo, Fraitag, Sylvie, French, Lars E., Gellrich, Frank F., Ghoreschi, Kamran, Goebeler, Matthias, Guitera, Pascale, Haenssle, Holger A., Haferkamp, Sebastian , Heinzerling, Lucie, Heppt, Markus V., Hilke, Franz J., Hobelsberger, Sarah, Krahl, Dieter, Kutzner, Heinz, Lallas, Aimilios, Liopyris, Konstantinos, Llamas-Velasco, Mar, Malvehy, Josep, Meier, Friedegund, Müller, Cornelia S.L., Navarini, Alexander A., Navarrete-Dechent, Cristián, Perasole, Antonio, Poch, Gabriela, Podlipnik, Sebastian, Requena, Luis, Rotemberg, Veronica M., Saggini, Andrea, Sangueza, Omar P., Santonja, Carlos, Schadendorf, Dirk, Schilling, Bastian, Schlaak, Max, Schlager, Justin G., Sergon, Mildred, Sondermann, Wiebke, Soyer, H. Peter, Starz, Hans, Stolz, Wilhelm, Vale, Esmeralda, Weyers, Wolfgang, Zink, Alexander , Krieghoff-Henning, Eva, Kather, Jakob N., von Kalle, Christof, Lipka, Daniel B., Fröhling, Stefan, Hauschild, Axel, Kittler, Harald und Brinker, Titus J. (2021) Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts. European Journal of Cancer 156, S. 202-216. Volltext nicht vorhanden.

Hekler, Achim, Kather, Jakob N. , 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. und Brinker, Titus J. (2020) Effects of Label Noise on Deep Learning-Based Skin Cancer Classification. Frontiers in Medicine 7. Volltext nicht vorhanden.