Items where Author is "Gellrich, Frank F."

Article

Haggenmueller, Sarah and Wies, Christoph and Abels, Julia and Winterstein, Jana T. and Heinlein, Lukas and Nogueira Garcia, Carina and Utikal, Jochen S. and Wohlfeil, Sebastian A. and Meier, Friedegund and Hobelsberger, Sarah and Gellrich, Frank F. and Sergon, Mildred and Hauschild, Axel and French, Lars E. and Heinzerling, Lucie and Schlager, Justin G. and Ghoreschi, Kamran and Schlaak, Max and Hilke, Franz J. and Poch, Gabriela and Korsing, Soren and Sarfert, Cosimo and Berking, Carola and Heppt, Markus V. and Erdmann, Michael and Haferkamp, Sebastian and Drexler, Konstantin and Schadendorf, Dirk and Sondermann, Wiebke and Goebeler, Matthias and Schilling, Bastian and Kather, Jakob Nikolas and Froehling, Stefan and Llamas-Velasco, Mar and Requena, Luis C. and Ferrara, Gerardo and Fernandez-Figueras, Maite and Fraitag, Sylvie and Mueller, Cornelia S. L. and Starz, Hans and Kutzner, Heinz and Barnhill, Raymond and Carr, Richard and Resnik, Kenneth S. and Braun, Stephan Alexander and Holland-Letz, Tim and Brinker, Titus J. (2025) Discordance, accuracy and reproducibility study of pathologists' diagnosis of melanoma and melanocytic tumors. NATURE COMMUNICATIONS, 16 (1): 789. ISSN , 2041-1723

Haggenmueller, Sarah and Schmitt, Max and Krieghoff-Henning, Eva and Hekler, Achim and Maron, Roman C. and Wies, Christoph and Utikal, Jochen S. and Meier, Friedegund and Hobelsberger, Sarah and Gellrich, Frank F. and Sergon, Mildred and Hauschild, Axel and French, Lars E. and Heinzerling, Lucie and Schlager, Justin G. and Ghoreschi, Kamran and Schlaak, Max and Hilke, Franz J. and Poch, Gabriela and Korsing, Soeren and Berking, Carola and Heppt, Markus V. and Erdmann, Michael and Haferkamp, Sebastian and Drexler, Konstantin and Schadendorf, Dirk and Sondermann, Wiebke and Goebeler, Matthias and Schilling, Bastian and Kather, Jakob N. and Froehling, Stefan and Brinker, Titus J. (2024) Federated Learning for Decentralized Artificial Intelligence in Melanoma Diagnostics. JAMA DERMATOLOGY, 160 (3). pp. 303-311. ISSN 2168-6068, 2168-6084

Haggenmüller, Sarah and Maron, Roman C. and Hekler, Achim and Krieghoff-Henning, Eva and Utikal, Jochen S. and Gaiser, Maria and Müller, Verena and Fabian, Sascha and Meier, Friedegund and Hobelsberger, Sarah and Gellrich, Frank F. and Sergon, Mildred and Hauschild, Axel and Weichenthal, Michael and French, Lars E. and Heinzerling, Lucie and Schlager, Justin G. and Ghoreschi, Kamran and Schlaak, Max and Hilke, Franz J. and Poch, Gabriela and Korsing, Soren and Berking, Carola and Heppt, Markus and Erdmann, Michael and Haferkamp, Sebastian and Drexler, Konstantin and Schadendorf, Dirk and Sondermann, Wiebke and Goebeler, Matthias and Schilling, Bastian and Kather, Jakob N. and Fröhling, Stefan and Kaminski, Katharina and Doppler, Astrid and Bucher, Tabea and Brinker, Titus J. (2024) Patients' and dermatologists' preferences in artificial intelligenceedriven skin cancer diagnostics: A prospective multicentric survey study. JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY, 91 (2). pp. 366-370. ISSN 0190-9622, 1097-6787

Hekler, Achim and Maron, Roman C. and Haggenmueller, Sarah and Schmitt, Max and Wies, Christoph and Utikal, Jochen S. and Meier, Friedegund and Hobelsberger, Sarah and Gellrich, Frank F. and Sergon, Mildred and Hauschild, Axel and French, Lars E. and Heinzerling, Lucie and Schlager, Justin G. and Ghoreschi, Kamran and Schlaak, Max and Hilke, Franz J. and Poch, Gabriela and Korsing, Soeren and Berking, Carola and Heppt, Markus and Erdmann, Michael and Haferkamp, Sebastian and Drexler, Konstantin and Schadendorf, Dirk and Sondermann, Wiebke and Goebeler, Matthias and Schilling, Bastian and Kather, Jakob N. and Krieghoff-Henning, Eva and Brinker, Titus J. (2024) Using multiple real-world dermoscopic photographs of one lesion improves melanoma classification via deep learning. JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY, 90 (5). pp. 1028-1031. ISSN 0190-9622, 1097-6787

Hauser, Katja and Kurz, Alexander and Haggenmueller, Sarah and Maron, Roman C. and von Kalle, Christof and Utikal, Jochen S. and Meier, Friedegund and Hobelsberger, Sarah and Gellrich, Frank F. and Sergon, Mildred and Hauschild, Axel and French, Lars E. and Heinzerling, Lucie and Schlager, Justin G. and Ghoreschi, Kamran and Schlaak, Max and Hilke, Franz J. and Poch, Gabriela and Kutzner, Heinz and Berking, Carola and Heppt, Markus and Erdmann, Michael and Haferkamp, Sebastian and Schadendorf, Dirk and Sondermann, Wiebke and Goebeler, Matthias and Schilling, Bastian and Kather, Jakob N. and Froehling, Stefan and Lipka, Daniel B. and Hekler, Achim and Krieghoff-Henning, Eva and Brinker, Titus J. (2022) Explainable artificial intelligence in skin cancer recognition: A systematic review. EUROPEAN JOURNAL OF CANCER, 167. pp. 54-69. ISSN 0959-8049, 1879-0852

Maron, Roman C. and Hekler, Achim and Haggenmueller, Sarah and von Kalle, Christof and Utikal, Jochen S. and Mueller, Verena and Gaiser, Maria and Meier, Friedegund and Hobelsberger, Sarah and Gellrich, Frank F. and Sergon, Mildred and Hauschild, Axel and French, Lars E. and Heinzerling, Lucie and Schlager, Justin G. and Ghoreschi, Kamran and Schlaak, Max and Hilke, Franz J. and Poch, Gabriela and Korsing, Soren and Berking, Carola and Heppt, Markus and Erdmann, Michael and Haferkamp, Sebastian and Schadendorf, Dirk and Sondermann, Wiebke and Goebeler, Matthias and Schilling, Bastian and Kather, Jakob N. and Froehling, Stefan and Lipka, Daniel B. and Krieghoff-Henning, Eva and Brinker, Titus J. (2022) Model soups improve performance of dermoscopic skin cancer classifiers. EUROPEAN JOURNAL OF CANCER, 173. pp. 307-316. ISSN 0959-8049, 1879-0852

Maron, Roman C. and Schlager, Justin G. and Haggenmuller, Sarah and von Kalle, Christof and Utikal, Jochen S. and Meier, Friedegund and Gellrich, Frank F. and Hobelsberger, Sarah and Hauschild, Axel and French, Lars and Heinzerling, Lucie and Schlaak, Max and Ghoreschi, Kamran and Hilke, Franz J. and Poch, Gabriela and Heppt, Markus and Berking, Carola and Haferkamp, Sebastian and Sondermann, Wiebke and Schadendorf, Dirk and Schilling, Bastian and Goebeler, Matthias and Krieghoff-Henning, Eva and Hekler, Achim and Frohling, Stefan and Lipka, Daniel B. and Kather, Jakob N. and Brinker, Titus J. (2021) Original Research A benchmark for neural network robustness in skin cancer classification. EUROPEAN JOURNAL OF CANCER, 155. pp. 191-199. ISSN 0959-8049, 1879-0852

Hoehn, Julia and Krieghoff-Henning, Eva and Jutzi, Tanja B. and von Kalle, Christof and Utikal, Jochen S. and Meier, Friedegund and Gellrich, Frank F. and Hobelsberger, Sarah and Hauschild, Axel and Schlager, Justin G. and French, Lars and Heinzerling, Lucie and Schlaak, Max and Ghoreschi, Kamran and Hilke, Franz J. and Poch, Gabriela and Kutzner, Heinz and Heppt, Markus and Haferkamp, Sebastian and Sondermann, Wiebke and Schadendorf, Dirk and Schilling, Bastian and Goebeler, Matthias and Hekler, Achim and Froehling, Stefan and Lipka, Daniel B. and Kather, Jakob N. and Krahl, Dieter and Ferrara, Gerardo and Haggenmueller, Sarah and Brinker, Titus J. (2021) Original Research Combining CNN-based histologic whole slide image analysis and patient data to improve skin cancer classification. EUROPEAN JOURNAL OF CANCER, 149. pp. 94-101. ISSN 0959-8049, 1879-0852

Haggenmueller, Sarah and Maron, Roman C. and Hekler, Achim and Utikal, Jochen S. and Barata, Catarina and Barnhill, Raymond L. and Beltraminelli, Helmut and Berking, Carola and Betz-Stablein, Brigid and Blum, Andreas and Braun, Stephan A. and Carr, Richard and Combalia, Marc and Fernandez-Figueras, Maria-Teresa and Ferrara, Gerardo and Fraitag, Sylvie and French, Lars E. and Gellrich, Frank F. and Ghoreschi, Kamran and Goebeler, Matthias and Guitera, Pascale and Haenssle, Holger A. and Haferkamp, Sebastian and Heinzerling, Lucie and V. Heppt, Markus and Hilke, Franz J. and Hobelsberger, Sarah and Krahl, Dieter and Kutzner, Heinz and Lallas, Aimilios and Liopyris, Konstantinos and Llamas-Velasco, Mar and Malvehy, Josep and Meier, Friedegund and Mueller, Cornelia S. L. and Navarini, Alexander A. and Navarrete-Dechent, Cristian and Perasole, Antonio and Poch, Gabriela and Podlipnik, Sebastian and Requena, Luis and Rotemberg, Veronica M. and Saggini, Andrea and Sangueza, Omar P. and Santonja, Carlos and Schadendorf, Dirk and Schilling, Bastian and Schlaak, Max and Schlager, Justin G. and Sergon, Mildred and Sondermann, Wiebke and Soyer, H. Peter and Starz, Hans and Stolz, Wilhelm and Vale, Esmeralda and Weyers, Wolfgang and Zink, Alexander and Krieghoff-Henning, Eva and Kather, Jakob N. and von Kalle, Christof and Lipka, Daniel B. and Froehling, Stefan and Hauschild, Axel and Kittler, Harald and Brinker, Titus J. (2021) Original Research Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts. EUROPEAN JOURNAL OF CANCER, 156. pp. 202-216. ISSN 0959-8049, 1879-0852

Maron, Roman C. and Haggenmueller, Sarah and von Kalle, Christof and Utikal, Jochen S. and Meier, Friedegund and Gellrich, Frank F. and Hauschild, Axel and French, Lars E. and Schlaak, Max and Ghoreschi, Kamran and Kutzner, Heinz and Heppt, Markus V. and Haferkamp, Sebastian and Sondermann, Wiebke and Schadendorf, Dirk and Schilling, Bastian and Hekler, Achim and Krieghoff-Henning, Eva and Kather, Jakob N. and Froehling, Stefan and Lipka, Daniel B. and Brinker, Titus J. (2021) Robustness of convolutional neural networks in recognition of pigmented skin lesions. EUROPEAN JOURNAL OF CANCER, 145. pp. 81-91. ISSN 0959-8049, 1879-0852

Hekler, Achim and Kather, Jakob N. and Krieghoff-Henning, Eva and Utikal, Jochen S. and Meier, Friedegund and Gellrich, Frank F. and Belzen, Julius Upmeier Zu and French, Lars and Schlager, Justin G. and Ghoreschi, Kamran and Wilhelm, Tabea and Kutzner, Heinz and Berking, Carola and Heppt, Markus and Haferkamp, Sebastian and Sondermann, Wiebke and Schadendorf, Dirk and Schilling, Bastian and Izar, Benjamin and Maron, Roman and Schmitt, Max and Froehling, Stefan and Lipka, Daniel B. and Brinker, Titus J. (2020) Effects of Label Noise on Deep Learning-Based Skin Cancer Classification. FRONTIERS IN MEDICINE, 7: 177. ISSN 2296-858X