@article{UBHD-69227233, author={Haggenm{\"u}ller, Sarah and Schmitt, Max and Krieghoff-Henning, Eva and Hekler, Achim and Maron, Roman C. and Wies, Christoph and Utikal, Jochen 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, S{\"o}ren 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 Fr{\"o}hling, Stefan and Brinker, Titus Josef}, title={Federated learning for decentralized artificial intelligence in melanoma diagnostics}, year={2024}, pages={303-311}, language={eng}, issn={2168-6084}, volume={160}, number={3}, note={Online ver{\"o}ffentlicht: 7. Februar 2024 ; Gesehen am 28.06.2024}, journal={JAMA dermatology}, doi={10.1001/jamadermatol.2023.5550}, } @article{UBHD-69285277, author={Hekler, Achim and Maron, Roman C. and Haggenm{\"u}ller, Sarah and Schmitt, Max and Wies, Christoph and Utikal, Jochen 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, S{\"o}ren 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 Krieghoff-Henning, Eva and Brinker, Titus Josef}, title={Using multiple real-world dermoscopic photographs of one lesion improves melanoma classification via deep learning}, year={2024}, pages={1028-1031}, language={eng}, issn={1097-6787}, volume={90}, number={5}, note={Online verf{\"u}gbar: 8. Januar 2024, Artikelversion: 11. April 2024 ; Gesehen am 18.12.2024}, journal={Journal of the American Academy of Dermatology}, doi={10.1016/j.jaad.2023.11.065}, } @article{UBHD-69149520, author={H{\"o}hn, Julia and Krieghoff-Henning, Eva and Wies, Christoph and Kiehl, Lennard and Hetz, Martin J. and Bucher, Tabea-Clara and Jonnagaddala, Jitendra and Zatloukal, Kurt and M{\"u}ller, Heimo and Plass, Markus and Jungwirth, Emilian and Gaiser, Timo and Steeg, Matthias and Holland-Letz, Tim and Brenner, Hermann and Hoffmeister, Michael and Brinker, Titus Josef}, title={Colorectal cancer risk stratification on histological slides based on survival curves predicted by deep learning}, year={2023}, pages={1-12}, language={eng}, issn={2397-768X}, volume={7}, number={Artikel-ID 98}, note={Online ver{\"o}ffentlicht: 26. September 2023 ; Gesehen am 05.12.2023}, journal={npj precision oncology}, doi={10.1038/s41698-023-00451-3}, } @article{UBHD-69068750, author={Schneider, Lucas and Wies, Christoph and Krieghoff-Henning, Eva and Bucher, Tabea-Clara and Utikal, Jochen and Schadendorf, Dirk and Brinker, Titus Josef}, title={Multimodal integration of image, epigenetic and clinical data to predict BRAF mutation status in melanoma}, year={2023}, pages={131-138}, language={eng}, issn={1879-0852}, volume={183}, note={Gesehen am 25.04.2023}, journal={European journal of cancer}, doi={10.1016/j.ejca.2023.01.021}, } @article{UBHD-69085544, author={Sondermann, Wiebke and Wies, Christoph and Esser, Stefan and Utikal, Jochen and Schadendorf, Dirk and Brinker, Titus Josef}, title={The "Intimarzt" (intimate doctor) model project}, subtitle={anonymous remote diagnosis of sexually transmitted diseases}, year={2023}, pages={94-95}, language={eng}, issn={1866-0452}, volume={120}, number={6}, note={Gesehen am 14.06.2023}, journal={Deutsches {\"A}rzteblatt international}, doi={10.3238/arztebl.m2022.0350}, } @article{UBHD-69255303, author={Wies, Christoph and Schneider, Lucas and Haggenm{\"u}ller, Sarah and Bucher, Tabea-Clara and Hobelsberger, Sarah and Heppt, Markus V. and Ferrara, Gerardo and Krieghoff-Henning, Eva I. and Brinker, Titus Josef}, title={Evaluating deep learning-based melanoma classification using immunohistochemistry and routine histology}, subtitle={a three center study}, year={2024}, pages={1-13}, language={eng}, issn={1932-6203}, volume={19}, note={Gesehen am 23.09.2024}, journal={PLOS ONE}, doi={10.1371/journal.pone.0297146}, }