@article{UBHD-68410209,
  author={Bernardes-Souza, Breno and Enk, Alexander and Brinker, Titus Josef},
  title={Facial-aging mobile apps for smoking prevention in secondary schools in Brazil},
  subtitle={appearance-focused interventional study},
  year={2018},
  pages={11 S.},
  language={eng},
  issn={2369-2960},
  volume={4(2018},
  note={Gesehen am 19.07.2019},
  journal={JMIR public health and surveillance},
  doi={10.2196/10234},
}
@article{UBHD-68382819,
  author={Brinker, Titus Josef and Hekler, Achim and Hauschild, Axel and Berking, Carola and Schilling, Bastian and Enk, Alexander and Haferkamp, Sebastian and Karoglan, Ante and Kalle, Christof von and Weichenthal, Michael and Sattler, Elke and Schadendorf, Dirk and Gaiser, Maria and Klode, Joachim and Utikal, Jochen},
  title={Comparing artificial intelligence algorithms to 157 German dermatologists},
  subtitle={the melanoma classification benchmark},
  year={2019},
  pages={30-37},
  language={eng},
  issn={1879-0852},
  volume={111},
  note={Gesehen am 26.04.2019},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2018.12.016},
}
@article{UBHD-68382214,
  author={Brinker, Titus Josef and Enk, Alexander and Fr{\"o}hling, Stefan and Utikal, Jochen and Kalle, Christof von},
  title={A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task},
  year={2019},
  pages={148-154},
  language={eng},
  issn={1879-0852},
  volume={111},
  note={Gesehen am 24.04.2019},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2019.02.005},
}
@article{UBHD-68440659,
  author={Brinker, Titus Josef and Enk, Alexander and Kalle, Christof von},
  title={Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task},
  year={2019},
  pages={47-54},
  language={eng},
  issn={1879-0852},
  volume={113},
  note={Gesehen am 15.10.2019},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2019.04.001},
}
@article{UBHD-69106120,
  author={Brinker, Titus Josef and Kiehl, Lennard and Schmitt, Max and Jutzi, Tanja and Krieghoff-Henning, Eva and Krahl, Dieter and Kutzner, Heinz and Gholam, Patrick and Haferkamp, Sebastian and Klode, Joachim and Schadendorf, Dirk and Hekler, Achim and Fr{\"o}hling, Stefan and Kather, Jakob Nikolas and Haggenm{\"u}ller, Sarah and Kalle, Christof von and Heppt, Markus V. and Hilke, Franz and Ghoreschi, Kamran and Tiemann, Markus and Wehkamp, Ulrike and Hauschild, Axel and Weichenthal, Michael and Utikal, Jochen},
  title={Deep learning approach to predict sentinel lymph node status directly from routine histology of primary melanoma tumours},
  year={2021},
  pages={227-234},
  language={eng},
  issn={1879-0852},
  volume={154(2021) vom: Sept.},
  note={Available online 20 July 2021 ; Gesehen am 03.08.2023},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2021.05.026},
}
@article{UBHD-68450934,
  author={Brinker, Titus Josef and Enk, Alexander and Holland-Letz, Tim and Utikal, Jochen},
  title={Deep neural networks are superior to dermatologists in melanoma image classification},
  year={2019},
  pages={11-17},
  language={eng},
  issn={1879-0852},
  volume={119},
  note={Gesehen am 06.11.2019},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2019.05.023},
}
@article{UBHD-68287821,
  author={Brinker, Titus Josef and Enk, Alexander and Kalle, Christof von},
  title={A dermatologist's ammunition in the war against smoking},
  subtitle={a photoaging app},
  year={2017},
  pages={4 S.},
  language={eng},
  issn={1438-8871},
  volume={19(2017},
  note={Gesehen am 23.07.2018},
  journal={Journal of medical internet research},
  doi={10.2196/jmir.8743},
}
@article{UBHD-68653320,
  author={Brinker, Titus Josef and Faria, Bianca Lisa and de Faria, Olber Moreira and Klode, Joachim and Schadendorf, Dirk and Utikal, Jochen and Mons, Ute and Krieghoff-Henning, Eva and Lisboa, Oscar Campos and Oliveira, Ana Carla Cruz and Lino, Henrique Augusto and Bernardes-Souza, Breno},
  title={Effect of a face-aging mobile app-based intervention on skin cancer protection behavior in secondary schools in Brazil},
  year={2020},
  pages={737-745},
  language={eng},
  issn={2168-6084},
  volume={156},
  number={7},
  note={Gesehen am 23.10.2020},
  journal={JAMA dermatology},
  doi={10.1001/jamadermatol.2020.0511},
}
@article{UBHD-68443378,
  author={Brinker, Titus Josef and Enk, Alexander and Kalle, Christof von},
  title={Enhanced classifier training to improve precision of a convolutional neural network to identify images of skin lesions},
  year={2019},
  pages={8 S.},
  language={eng},
  issn={1932-6203},
  volume={14(2019},
  note={Gesehen am 22.10.2019},
  journal={PLOS ONE},
  doi={10.1371/journal.pone.0218713},
}
@article{UBHD-69274454,
  author={Brinker, Titus Josef and Krieghoff-Henning, Eva I. and Suhre, Janina L. and Silchm{\"u}ller, Marc Phillipp and Divizieva, Evgenia and Wilhelm, Jilada and Hillebrand, Gabriel and Haney, Ailís Ceara and Srivastava, Aayushi and Haney, Caelán Max and Seeger, Werner and Penka, Dominik and Gall, Henning and Gaim, Benedikt and Glisic, Lazar and Stark, Tobias and Swoboda, Susanne M. and Baumermann, Sonja and Brieske, Christian M. and Jakob, Lena and Fahrner, Hannah Maria and Anhuef, Ole and Schmidt, Selina Marisa and Alfitian, Jonas and Taha, Lava and Beißwenger, Hanna and Groneberg, David A. and Thomas, Roger E. and Fr{\"o}hling, Stefan and von Kalle, Christof and Baudson, Tanja Gabriele and Buslaff, Fabian and Mons, Ute},
  title={Evaluation of a medical student-delivered smoking prevention program utilizing a face-aging mobile app for secondary schools in Germany},
  subtitle={the Education Against Tobacco cluster-randomized controlled trial},
  year={2024},
  pages={1-7},
  language={eng},
  issn={1879-0852},
  volume={209},
  number={Artikel-ID 114255},
  note={Online verf{\"u}gbar: 2. August 2024, Artikelversion: 6. August 2024 ; Gesehen am 18.11.2024},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2024.114255},
}
@book{UBHD-69182765,
  author={Brinker, Titus Josef},
  organization={Universit{\"a}t Heidelberg},
  title={Experimentelle digitale Pr{\"a}vention, Diagnostik- & Therapiesteuerung bei Haut-, Darm- und Prostatakrebs},
  address={Heidelberg},
  year={2023},
  pages={80 Seiten},
  language={eng},
  note={Originalpublikationen sind in der Habilitationsschrift nicht enthalten},
  school={Habilitationsschrift,  Ruprecht-Karls-Universit{\"a}t Heidelberg,  2024,  Kumulative Habilitationsschrift},
  library={UB [Signatur: 2024 U 148]},
}
@article{UBHD-68429678,
  author={Brinker, Titus Josef and Mons, Ute and Enk, Alexander and Kalle, Christof von and Schlenk, Richard Friedrich and Schadendorf, Dirk},
  title={A face-aging app for smoking cessation in a waiting room setting},
  subtitle={pilot study in an HIV outpatient clinic},
  year={2018},
  pages={12 S.},
  language={eng},
  issn={1438-8871},
  volume={20(2018},
  note={Gesehen am 12.09.2019},
  journal={Journal of medical internet research},
  doi={10.2196/10976},
}
@article{UBHD-68429646,
  author={Brinker, Titus Josef and Kalle, Christof von and Enk, Alexander and Herth, Felix and Kreuter, Michael and Bauer-Kemény, Claudia},
  title={A face-aging smoking prevention/cessation intervention for nursery school students in Germany},
  subtitle={an appearance-focused interventional study},
  year={2018},
  pages={15 S.},
  language={eng},
  issn={1660-4601},
  volume={15(2018},
  note={Gesehen am 12.09.2019},
  journal={International journal of environmental research and public health},
  doi={10.3390/ijerph15081656},
}
@article{UBHD-68429656,
  author={Brinker, Titus Josef and Schadendorf, Dirk},
  title={Facial-aging app availability in waiting rooms as a potential opportunity for skin cancer prevention},
  year={2018},
  pages={1085-1086},
  language={eng},
  issn={2168-6084},
  volume={154},
  number={9},
  note={Gesehen am 12.09.2019},
  journal={JAMA dermatology},
  doi={10.1001/jamadermatol.2018.1907},
}
@article{UBHD-68288195,
  author={Brinker, Titus Josef and Schadendorf, Dirk},
  title={A medical student-delivered smoking prevention program, education against tobacco, for secondary schools in Germany},
  subtitle={randomized controlled trial},
  year={2017},
  pages={11 S.},
  language={eng},
  issn={1438-8871},
  volume={19(2017},
  note={Gesehen am 24.07.2018},
  journal={Journal of medical internet research},
  doi={10.2196/jmir.7906},
}
@article{UBHD-68436320,
  author={Brinker, Titus Josef and Kalle, Christof von},
  title={Patient-centered mobile health data management solution for the German health care system (the DataBox project)},
  year={2018},
  pages={3 S.},
  language={eng},
  issn={2369-1999},
  volume={4(2018},
  note={Gesehen am 08.10.2019},
  journal={JMIR cancer},
  doi={10.2196/10160},
}
@article{UBHD-68287819,
  author={Brinker, Titus Josef},
  title={Photoaging mobile apps in school-based melanoma prevention},
  subtitle={pilot study},
  year={2017},
  pages={10 S.},
  language={eng},
  issn={1438-8871},
  volume={19(2017},
  note={Gesehen am 23.07.2018},
  journal={Journal of medical internet research},
  doi={10.2196/jmir.8661},
}
@article{UBHD-68579284,
  author={Brinker, Titus Josef and Herth, Felix and Bauer-Kemény, Claudia and Mons, Ute and Kreuter, Michael},
  title={Photoaging smartphone app promoting poster campaign to reduce smoking prevalence in secondary schools},
  subtitle={the Smokerface Randomized Trial: design and baseline characteristics},
  year={2016},
  pages={10 S.},
  language={eng},
  issn={2044-6055},
  volume={6(2016},
  note={Gesehen am 19.05.2020},
  journal={BMJ open},
  doi={10.1136/bmjopen-2016-014288},
}
@article{UBHD-68563806,
  author={Brinker, Titus Josef and Buslaff, Fabian and Suhre, Janina Leonie and Hillebrand, Gabriel and Mons, Ute and Haney, Ailís Ceara and Haney, Caelán Max and Schaible, Samuel and Tran, Dinh Thien-An and Srivastava, Aayushi and Enk, Alexander and Fr{\"o}hling, Stefan and Kalle, Christof von},
  title={Process evaluation of a medical student-delivered smoking prevention program for secondary schools},
  subtitle={protocol for the education against tobacco cluster randomized trial},
  year={2019},
  pages={21 S.},
  language={eng},
  issn={1929-0748},
  volume={8(2019},
  note={Gesehen am 14.04.2020},
  journal={JMIR Research Protocols},
  doi={10.2196/13508},
}
@article{UBHD-68430733,
  author={Brinker, Titus Josef},
  title={A skin cancer prevention photoageing intervention for secondary schools in Brazil delivered by medical students},
  subtitle={protocol for a randomised controlled trial},
  year={2018},
  pages={9 S.},
  language={eng},
  issn={2044-6055},
  volume={8(2018},
  note={Gesehen am 17.09.2019},
  journal={BMJ open},
  doi={10.1136/bmjopen-2017-018299},
}
@article{UBHD-68430741,
  author={Brinker, Titus Josef and Heckl, Marlene and Gatzka, Martina and Heppt, Markus V. and Resende Rodrigues, Henrique and Schneider, Sven and Sondermann, Wiebke and De Almeida e Silva, Carolina and Kirchberger, Michael Constantin and Klode, Joachim and Enk, Alexander and Knispel, Sarah and Kalle, Christof von and Stoffels, Ingo and Schadendorf, Dirk and Nakamura, Yasuhiro and Esser, Stefan and Assis, Aisllan and Bernardes-Souza, Breno},
  title={A skin cancer prevention facial-aging mobile app for secondary schools in Brazil},
  subtitle={appearance-focused interventional study},
  year={2018},
  pages={14 S.},
  language={eng},
  issn={2291-5222},
  volume={6(2018},
  note={Gesehen am 17.09.2019},
  journal={JMIR mhealth and uhealth},
  doi={10.2196/mhealth.9794},
}
@article{UBHD-68436247,
  author={Brinker, Titus Josef and Utikal, Jochen and Grabe, Niels and Enk, Alexander and Kalle, Christof von},
  title={Skin cancer classification using convolutional neural networks},
  subtitle={systematic review},
  year={2018},
  pages={8 S.},
  language={eng},
  issn={1438-8871},
  volume={20(2018},
  note={Gesehen am 24.09.2019},
  journal={Journal of medical internet research},
  doi={10.2196/11936},
}
@article{UBHD-68436288,
  author={Brinker, Titus Josef and Kalle, Christof von and Grabe, Niels and Utikal, Jochen and Enk, Alexander},
  title={Teledermatology},
  subtitle={comparison of store-and-forward versus live interactive video conferencing},
  year={2018},
  pages={5 S.},
  language={eng},
  issn={1438-8871},
  volume={20(2018},
  note={Gesehen am 08.10.2019},
  journal={Journal of medical internet research},
  doi={10.2196/11871},
}
@article{UBHD-68429709,
  author={Brinker, Titus Josef and Haney, Caelán Max},
  title={Das weltweite Medizinernetzwerk Aufkl{\"a}rung gegen Tabak},
  subtitle={ehrenamtliche Pr{\"a}vention made in Germany},
  year={2018},
  pages={1453-1461},
  language={ger and eng},
  issn={1437-1588},
  volume={61},
  number={11},
  note={Gesehen am 12.09.2019 ; Artikel in deutscher, Zusammenfassung in deutscher und englischer Sprache},
  journal={Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz},
  doi={10.1007/s00103-018-2826-8},
}
@article{UBHD-69328666,
  author={Carl, Nicolas and Nguyen, Lisa and Haggenm{\"u}ller, Sarah and Hetz, Martin Joachim and Winterstein, Jana Theres and Hartung, Friedrich and Gr{\"u}ne, Britta and Kather, Jakob Nikolas and Holland-Letz, Tim and Michel, Maurice Stephan and Wessels, Frederik and Brinker, Titus Josef},
  title={Comparing patient’s confidence in clinical capabilities in urology},
  subtitle={large language models versus urologists : education},
  year={2024},
  pages={91-98},
  language={eng},
  issn={2666-1683},
  volume={70(2024) vom: Dez.},
  note={Online verf{\"u}gbar: 23. Oktober 2024, Artikelversion: 23. Oktober 2024 ; Gesehen am 07.04.2025},
  journal={European urology open science},
  doi={10.1016/j.euros.2024.10.009},
}
@article{UBHD-69328475,
  author={Carl, Nicolas and Schramm, Franziska and Haggenm{\"u}ller, Sarah and Kather, Jakob Nikolas and Hetz, Martin J. and Wies, Christoph and Michel, Maurice Stephan and Wessels, Frederik and Brinker, Titus Josef},
  title={Large language model use in clinical oncology},
  year={2024},
  pages={1-17},
  language={eng},
  issn={2397-768X},
  volume={8},
  note={Gesehen am 07.04.2025},
  journal={npj precision oncology},
  doi={10.1038/s41698-024-00733-4},
}
@article{UBHD-69305551,
  author={Chanda, Tirtha and Hauser, Katja and Hobelsberger, Sarah and Bucher, Tabea-Clara and Garcia, Carina Nogueira and Wies, Christoph and Kittler, Harald and Tschandl, Philipp and Navarrete-Dechent, Cristian and Podlipnik, Sebastian and Chousakos, Emmanouil and Crnaric, Iva and Majstorovic, Jovana and Alhajwan, Linda and Foreman, Tanya and Peternel, Sandra and Sarap, Sergei and {\"O}zdemir, İrem and Barnhill, Raymond L. and Llamas-Velasco, Mar and Poch, Gabriela and Korsing, S{\"o}ren and Sondermann, Wiebke and Gellrich, Frank Friedrich and Heppt, Markus V. and Erdmann, Michael and Haferkamp, Sebastian and Drexler, Konstantin Maximilian and Goebeler, Matthias and Schilling, Bastian and Utikal, Jochen and Ghoreschi, Kamran and Fr{\"o}hling, Stefan and Krieghoff-Henning, Eva and Brinker, Titus Josef},
  title={Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma},
  year={2024},
  pages={1-17},
  language={eng},
  issn={2041-1723},
  volume={15},
  number={Artikel-ID 524},
  note={Gesehen am 18.02.2025},
  journal={Nature Communications},
  doi={10.1038/s41467-023-43095-4},
}
@article{UBHD-69363650,
  author={Clusmann, Jan Niklas and Ferber, Dyke and Wiest, Isabella and Schneider, Carolin Victoria and Brinker, Titus Josef and F{\"o}rsch, Sebastian and Truhn, Daniel and Kather, Jakob Nikolas},
  title={Prompt injection attacks on vision language models in oncology},
  year={2025},
  pages={1-9},
  language={eng},
  issn={2041-1723},
  volume={16},
  number={Artikel-ID 1239},
  note={Gesehen am 08.07.2025},
  journal={Nature Communications},
  doi={10.1038/s41467-024-55631-x},
}
@article{UBHD-69197868,
  author={Echle, Amelie and Rindtorff, Niklas and Brinker, Titus Josef and L{\"u}dde, Tom and Pearson, Alexander Thomas and Kather, Jakob Nikolas},
  title={Deep learning in cancer pathology},
  subtitle={a new generation of clinical biomarkers},
  year={2021},
  pages={686-696},
  language={eng},
  issn={1532-1827},
  volume={124},
  number={4},
  note={Online ver{\"o}ffentlicht: 18. November 2020 ; Gesehen am 05.04.2024},
  journal={British journal of cancer},
  doi={10.1038/s41416-020-01122-x},
}
@article{UBHD-68321192,
  author={Faria, Bianca Lisa and Klode, Joachim and Schadendorf, Dirk and Brinker, Titus Josef},
  title={A smoking prevention photoageing intervention for secondary schools in Brazil delivered by medical students},
  subtitle={protocol for a randomised trial},
  year={2017},
  pages={8 S.},
  language={eng},
  issn={2044-6055},
  volume={7},
  note={Gesehen am 25.10.2018},
  journal={BMJ open},
  doi={10.1136/bmjopen-2017-018589},
}
@article{UBHD-69010102,
  author={Ghaffari Laleh, Narmin and Muti, Hannah Sophie and Loeffler, Chiara Maria Lavinia and Echle, Amelie and Saldanha, Oliver Lester and Mahmood, Faisal and Lu, Ming Y. and Trautwein, Christian and Langer, Rupert and Dislich, Bastian and Buelow, Roman D. and Grabsch, Heike Irmgard and Brenner, Hermann and Chang-Claude, Jenny and Alwers, Elizabeth and Brinker, Titus Josef and Khader, Firas and Truhn, Daniel and Gaisa, Nadine T. and Boor, Peter and Hoffmeister, Michael and Schulz, Volkmar and Kather, Jakob Nikolas},
  title={Erratum to "Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology"},
  subtitle={Medical image analysis, Volume 79, July 2022, 102474},
  year={2022},
  pages={[1]},
  language={eng},
  issn={1361-8423},
  volume={Volume 82},
  number={102622},
  note={Available online 18 September 2022, version of record 18 September 2022 ; Gesehen am 25.01.2023},
  journal={Medical image analysis},
  doi={10.1016/j.media.2022.102622},
}
@article{UBHD-69276193,
  author={Gustav, Marco and Reitsam, Nic Gabriel and Carrero, Zunamys I. and Loeffler, Chiara M. L. and van Treeck, Marko and Yuan, Tanwei and West, Nicholas P. and Quirke, Philip and Brinker, Titus Josef and Brenner, Hermann and Favre, Loëtitia and M{\"a}rkl, Bruno and Stenzinger, Albrecht and Brobeil, Alexander and Hoffmeister, Michael and Calderaro, Julien and Pujals, Anaïs and Kather, Jakob Nikolas},
  title={Deep learning for dual detection of microsatellite instability and POLE mutations in colorectal cancer histopathology},
  year={2024},
  pages={1-11},
  language={eng},
  issn={2397-768X},
  volume={8},
  note={Gesehen am 25.11.2024},
  journal={npj precision oncology},
  doi={10.1038/s41698-024-00592-z},
}
@article{UBHD-68422282,
  author={Haffner-Luntzer, Melanie and Brinker, Titus Josef},
  title={Loss of p53 compensates osteopenia in murine Mysm1 deficiency},
  year={2018},
  pages={1957-1968},
  language={eng},
  issn={1530-6860},
  volume={32},
  number={4},
  note={Gesehen am 20.08.2019},
  journal={The FASEB journal},
  doi={10.1096/fj.201700871R},
}
@article{UBHD-68801913,
  author={Haggenm{\"u}ller, Sarah and Krieghoff-Henning, Eva and Jutzi, Tanja and Trapp, Nicole and Kiehl, Lennard and Utikal, Jochen and Fabian, Sascha and Brinker, Titus Josef},
  title={Digital natives’ preferences on mobile artificial intelligence apps for skin cancer diagnostics},
  subtitle={survey study},
  year={2021},
  pages={1-8},
  language={eng},
  issn={2291-5222},
  volume={9},
  note={Gesehen am 16.11.2021},
  journal={JMIR mhealth and uhealth},
  doi={10.2196/22909},
}
@article{UBHD-69365823,
  author={Haggenm{\"u}ller, Sarah and Wies, Christoph and Abels, Julia and Winterstein, Jana Therés and Heinlein, Lukas and Nogueira Garcia, Carina and Utikal, Jochen 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, S{\"o}ren 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 Fr{\"o}hling, Stefan and Llamas-Velasco, Mar and Requena, Luis C. and Ferrara, Gerardo and Fernandez-Figueras, Maite and Fraitag, Sylvie and M{\"u}ller, 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 Josef},
  title={Discordance, accuracy and reproducibility study of pathologists’ diagnosis of melanoma and melanocytic tumors},
  year={2025},
  pages={1-8},
  language={eng},
  issn={2041-1723},
  volume={16},
  number={Artikel-ID 789},
  note={Gesehen am 15.07.2025},
  journal={Nature Communications},
  doi={10.1038/s41467-025-56160-x},
}
@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-69305543,
  author={Haggenm{\"u}ller, Sarah and Maron, Roman C. and Hekler, Achim and Krieghoff-Henning, Eva and Utikal, Jochen and Gaiser, Maria and M{\"u}ller, 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, 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 Kaminski, Katharina and Doppler, Astrid and Bucher, Tabea and Brinker, Titus Josef and Garcia, Carina Nogueira and Thamm, Janis and Schuh, Sandra and Welzel, Julia and Maul-Duwendag, Lara Valeska and Georg, Paul and Feldmeyer, Laurence and Bechara, Falk and Steininger, Julian and Lehr, Sophia and Rauschenberg, Ricarda and Eberle, Anna-Lisa and Hartmann, S{\"o}ren Manfred and Hasler, Helena and Bender-S{\"a}belkampf, Sophia and Bauerschmitz, J{\"u}rgen P. and Kaufmann, Matthias and Erfurt-Berge, Cornelia and Peitsch, Wiebke Katharina and Wehkamp, Ulrike and Jost, Marion and Franklin, Cindy and Holzgruber, Julia and Haist, Maximilian and Giulini, Mario and Wohlfeil, Sebastian A. and Faihs, Valentina and Sattler, Elke and St{\"u}rmer, Suzan and Krammer, Sebastian and Kendziora, Benjamin and Akcetin, Semra Larissa and Mitwalli, Mohammed and Avci, Pinar and Fiocco, Zeno and Hartmann, Daniela and Fernandes Lobo Pereira, Manuel Pedro and Thiem, Alexander and Aebischer, Valentin and Forchhammer, Stephan and Wolff, Isabel},
  title={Patients’ and dermatologists’ preferences in artificial intelligence-driven skin cancer diagnostics},
  subtitle={a prospective multicentric survey study},
  year={2024},
  pages={366-370},
  language={eng},
  issn={1097-6787},
  volume={91},
  number={2 vom: Aug.},
  note={Collaborators: Carina Nogueira Garcia, Janis Thamm, Sandra Schuh, Julia Welzel, Lara Valeska Maul-Duwendag, Paul Georg, Laurence Feldmeyer, Falk Bechara, Julian Steininger, Sophia Lehr, Ricarda Rauschenberg, Anna-Lisa Eberle, S{\"o}ren Manfred Hartmann, Helena Hasler, Sophia Bender-S{\"a}belkampf, J{\"u}rgen P. Bauerschmitz, Matthias Kaufmann, Cornelia Erfurt-Berge, Wiebke Katharina Peitsch, Ulrike Wehkamp, Marion Jost, Cindy Franklin, Julia Holzgruber, Maximilian Haist, Mario Giulini, Sebastian Wohlfeil, Valentina Faihs, Elke Sattler, Suzan St{\"u}rmer, Sebastian Krammer, Benjamin Kendziora, Semra Larissa Akcetin, Mohammed Mitwalli, Pinar Avci, Zeno Fiocco, Daniela Hartmann, Manuel Pedro Fernandes Lobo Pereira, Alexander Thiem, Valentin Aebischer, Stephan Forchhammer, Isabel Wolff ; Gesehen am 18.02.2025},
  journal={Journal of the American Academy of Dermatology},
  doi={10.1016/j.jaad.2024.04.033},
}
@article{UBHD-68805589,
  author={Haggenm{\"u}ller, Sarah and Maron, Roman C. and Hekler, Achim and Utikal, Jochen 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 H{\"a}nßle, Holger and Haferkamp, Sebastian and Heinzerling, Lucie and Heppt, Markus V. 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 M{\"u}ller, Cornelia S. L. and Navarini, Alexander A. and Navarrete-Dechent, Cristián 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 Gustav Stefan and Krieghoff-Henning, Eva and Kather, Jakob Nikolas and Kalle, Christof von and Lipka, Daniel and Fr{\"o}hling, Stefan and Hauschild, Axel and Kittler, Harald and Brinker, Titus Josef},
  title={Skin cancer classification via convolutional neural networks},
  subtitle={systematic review of studies involving human experts},
  year={2021},
  pages={202-216},
  language={eng},
  issn={1879-0852},
  volume={156},
  note={Gesehen am 26.11.2021},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2021.06.049},
}
@article{UBHD-68432346,
  author={Hekler, Achim and Enk, Alexander and Brinker, Titus Josef},
  title={Deep learning outperformed 11 pathologists in the classification of histopathological melanoma images},
  year={2019},
  pages={91-96},
  language={eng},
  issn={1879-0852},
  volume={118},
  note={Gesehen am 23.09.2019},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2019.06.012},
}
@article{UBHD-68722194,
  author={Hekler, Achim and Kather, Jakob Nikolas and Krieghoff-Henning, Eva and Utikal, Jochen and Meier, Friedegund and Gellrich, Frank Friedrich and Belzen, Julius Upmeier zu and French, Lars E. and Schlager, Justin Gabriel and Ghoreschi, Kamran and Wilhelm, Tabea and Kutzner, Heinz and Berking, Carola and Heppt, Markus V. and Haferkamp, Sebastian and Sondermann, Wiebke and Schadendorf, Dirk and Schilling, Bastian and Izar, Benjamin and Maron, Roman C. and Schmitt, Max and Fr{\"o}hling, Stefan and Lipka, Daniel and Brinker, Titus Josef},
  title={Effects of label noise on deep learning-based skin cancer classification},
  year={2020},
  pages={7 S.},
  language={eng},
  issn={2296-858X},
  volume={Bd. 7.2020},
  journal={Frontiers in medicine},
  doi={10.3389/fmed.2020.00177},
}
@article{UBHD-68443788,
  author={Hekler, Achim and Utikal, Jochen and Enk, Alexander and Berking, Carola and Klode, Joachim and Schadendorf, Dirk and Jansen, Philipp and Franklin, Cindy and Holland-Letz, Tim and Krahl, Dieter and Kalle, Christof von and Fr{\"o}hling, Stefan and Brinker, Titus Josef},
  title={Pathologist-level classification of histopathological melanoma images with deep neural networks},
  year={2019},
  pages={79-83},
  language={eng},
  issn={1879-0852},
  volume={115},
  note={Gesehen am 22.10.2019},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2019.04.021},
}
@article{UBHD-68636018,
  author={Hekler, Achim and Utikal, Jochen and Kalle, Christof von and Fr{\"o}hling, Stefan and Brinker, Titus Josef},
  title={Reply to the letter to the editor},
  subtitle={‘Deep learning outperformed 11 pathologists in the classification of histopathological melanoma images’},
  year={2020},
  pages={262-264},
  language={eng},
  issn={1879-0852},
  volume={130},
  note={Gesehen am 09.09.2020},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2019.12.024},
}
@article{UBHD-68487077,
  author={Hekler, Achim and Utikal, Jochen and Enk, Alexander and Hauschild, Axel and Weichenthal, Michael and Maron, Roman C. and Berking, Carola and Haferkamp, Sebastian and Klode, Joachim and Schadendorf, Dirk and Schilling, Bastian and Holland-Letz, Tim and Izar, Benjamin and Kalle, Christof von and Fr{\"o}hling, Stefan and Brinker, Titus Josef},
  title={Superior skin cancer classification by the combination of human and artificial intelligence},
  year={2019},
  pages={114-121},
  language={eng},
  issn={1879-0852},
  volume={120},
  note={Gesehen am 10.02.2020},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2019.07.019},
}
@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-68759543,
  author={H{\"o}hn, Julia and Krieghoff-Henning, Eva and Jutzi, Tanja and Kalle, Christof von and Utikal, Jochen 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 V. and Haferkamp, Sebastian and Sondermann, Wiebke and Schadendorf, Dirk and Schilling, Bastian and Goebeler, Matthias and Hekler, Achim and Fr{\"o}hling, Stefan and Lipka, Daniel and Kather, Jakob Nikolas and Krahl, Dieter and Ferrara, Gerardo and Haggenm{\"u}ller, Sarah and Brinker, Titus Josef},
  title={Combining CNN-based histologic whole slide image analysis and patient data to improve skin cancer classification},
  year={2021},
  pages={94-101},
  language={eng},
  issn={1879-0852},
  volume={149(2021) vom: Mai},
  note={Gesehen am 13.07.2021},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2021.02.032},
}
@article{UBHD-68789235,
  author={H{\"o}hn, Julia and Hekler, Achim and Krieghoff-Henning, Eva and Kather, Jakob Nikolas and Utikal, Jochen and Meier, Friedegund and Gellrich, Frank Friedrich and Hauschild, Axel and French, Lars E. and Schlager, Justin Gabriel and Ghoreschi, Kamran and Wilhelm, Tabea and Kutzner, Heinz and Heppt, Markus V. and Haferkamp, Sebastian and Sondermann, Wiebke and Schadendorf, Dirk and Schilling, Bastian and Maron, Roman C. and Schmitt, Max and Jutzi, Tanja and Fr{\"o}hling, Stefan and Lipka, Daniel and Brinker, Titus Josef},
  title={Integrating patient data into skin cancer classification using convolutional neural networks},
  subtitle={systematic review},
  year={2021},
  pages={1-14},
  language={eng},
  issn={1438-8871},
  volume={23},
  note={Gesehen am 12.10.2021},
  journal={Journal of medical internet research},
  doi={10.2196/20708},
}
@article{UBHD-68771005,
  author={Hornung, Annkathrin Larissa and Steeb, Theresa and Wessely, Anja and Brinker, Titus Josef and Breakell, Thomas and Erdmann, Michael and Berking, Carola and Heppt, Markus V.},
  title={The value of total body photography for the early detection of melanoma},
  subtitle={a systematic review},
  year={2021},
  pages={1-16},
  language={eng},
  issn={1660-4601},
  volume={18},
  journal={International journal of environmental research and public health},
  doi={10.3390/ijerph18041726},
}
@article{UBHD-68682363,
  author={Jakob, Lena and Steeb, Theresa and Fiocco, Zeno and Pumnea, Teodora and Jakob, Sophia Nomi and Wessely, Anja and Rothenberger, Christoph Clemens and Brinker, Titus Josef and French, Lars Einar and Berking, Carola and Heppt, Markus V.},
  title={Patient perception of mobile phone apps for the care and prevention of sexually transmitted diseases},
  subtitle={cross-sectional study},
  year={2020},
  pages={10 S.},
  language={eng},
  issn={2291-5222},
  volume={8(2020},
  note={Gesehen am 21.01.2021},
  journal={JMIR mhealth and uhealth},
  doi={10.2196/16517},
}
@article{UBHD-68452949,
  author={Jansen, Philipp and Sucker, Antje and Paschen, Annette and Brinker, Titus Josef and Schadendorf, Dirk and Hadaschik, Eva},
  title={Frequent occurence of NRAS and BRAF mutations in human acral naevi},
  year={2019},
  pages={11 S.},
  language={eng},
  issn={2072-6694},
  volume={11(2019},
  note={Gesehen am 11.11.2019},
  journal={Cancers},
  doi={10.3390/cancers11040546},
}
@article{UBHD-68382792,
  author={Jansen, Philipp and Brinker, Titus Josef},
  title={The prognostic value of sentinel lymph nodes on distant metastasis-free survival in patients with high-risk squamous cell carcinoma},
  year={2019},
  pages={107-115},
  language={eng},
  issn={1879-0852},
  volume={111},
  note={Gesehen am 26.04.2019},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2019.02.004},
}
@article{UBHD-68571147,
  author={Jansen, Philipp and Stoffels, Ingo and M{\"u}seler, Anne-Christine and Petri, Maximilian and Brinker, Titus Josef and Schedlowski, Manfred and Schadendorf, Dirk and Engler, Harald Raimund and Klode, Joachim},
  title={Salivary cortisol levels and anxiety in melanoma patients undergoing sentinel lymph node excision under local anesthesia versus general anesthesia},
  subtitle={a prospective study},
  year={2020},
  pages={1-8},
  language={eng},
  issn={1477-7819},
  volume={18},
  number={Artikel-ID 53},
  note={Gesehen am 28.04.2020},
  journal={World journal of surgical oncology},
  doi={10.1186/s12957-020-01823-w},
}
@article{UBHD-69213504,
  author={Jiang, Xiaofeng and Hoffmeister, Michael and Brenner, Hermann and Muti, Hannah Sophie and Yuan, Tanwei and Foersch, Sebastian and West, Nicholas P and Brobeil, Alexander and Jonnagaddala, Jitendra and Hawkins, Nicholas and Ward, Robyn L and Brinker, Titus Josef and Saldanha, Oliver Lester and Ke, Jia and M{\"u}ller, Wolfram and Grabsch, Heike I and Quirke, Philip and Truhn, Daniel and Kather, Jakob Nikolas},
  title={End-to-end prognostication in colorectal cancer by deep learning},
  subtitle={a retrospective, multicentre study},
  year={2024},
  pages={e33-e43},
  language={eng},
  issn={2589-7500},
  volume={6},
  number={1 vom: Jan.},
  note={Online verf{\"u}gbar: 18. Dezember 2023 ; Gesehen am 14.05.2024},
  journal={The lancet},
  doi={10.1016/S2589-7500(23)00208-X},
}
@article{UBHD-68744282,
  author={Jutzi, Tanja and Krieghoff-Henning, Eva and Holland-Letz, Tim and Utikal, Jochen and Hauschild, Axel and Schadendorf, Dirk and Sondermann, Wiebke and Fr{\"o}hling, Stefan and Hekler, Achim and Schmitt, Max and Maron, Roman C. and Brinker, Titus Josef},
  title={Artificial intelligence in skin cancer diagnostics},
  subtitle={the patients' perspective},
  year={2020},
  pages={1-9},
  language={eng},
  issn={2296-858X},
  volume={7(2020) vom: Juni},
  number={Artikel-ID 233},
  note={Gesehen am 02.06.2021},
  journal={Frontiers in medicine},
  doi={10.3389/fmed.2020.00233},
}
@article{UBHD-68618005,
  author={Kaufmann, Jessica and Wentzensen, Nicolas and Brinker, Titus Josef and Grabe, Niels},
  title={Large-scale in-silico identification of a tumor-specific antigen pool for targeted immunotherapy in triple-negative breast cancer},
  year={2019},
  pages={2515-2529},
  language={eng},
  issn={1949-2553},
  volume={10},
  number={26},
  note={Gesehen am 17.07.2020},
  journal={OncoTarget},
  doi={10.18632/oncotarget.26808},
}
@article{UBHD-68869770,
  author={Kiehl, Lennard and Kuntz, Sara and H{\"o}hn, Julia and Jutzi, Tanja and Krieghoff-Henning, Eva and Kather, Jakob Nikolas and Holland-Letz, Tim and Kopp-Schneider, Annette and Chang-Claude, Jenny and Brobeil, Alexander and Kalle, Christof von and Fr{\"o}hling, Stefan and Alwers, Elizabeth and Brenner, Hermann and Hoffmeister, Michael and Brinker, Titus Josef},
  title={Deep learning can predict lymph node status directly from histology in colorectal cancer},
  year={2021},
  pages={464-473},
  language={eng},
  issn={1879-0852},
  volume={157},
  note={Gesehen am 22.01.2022},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2021.08.039},
}
@article{UBHD-68793216,
  author={Kuntz, Sara and Krieghoff-Henning, Eva and Kather, Jakob Nikolas and Jutzi, Tanja and H{\"o}hn, Julia and Kiehl, Lennard and Hekler, Achim and Alwers, Elizabeth and Kalle, Christof von and Fr{\"o}hling, Stefan and Utikal, Jochen and Brenner, Hermann and Hoffmeister, Michael and Brinker, Titus Josef},
  title={Gastrointestinal cancer classification and prognostication from histology using deep learning},
  subtitle={Systematic review},
  year={2021},
  pages={200-215},
  language={eng},
  issn={1879-0852},
  volume={155},
  note={Gesehen am 25.10.2021},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2021.07.012},
}
@article{UBHD-69151027,
  author={Kurz, Alexander and Krahl, Dieter and Kutzner, Heinz and Barnhill, Raymond and Perasole, Antonio and Figueras, Maria Teresa Fernandez and Ferrara, Gerardo and Braun, Stephan A. and Starz, Hans and Llamas-Velasco, Mar and Utikal, Jochen and Fr{\"o}hling, Stefan and Kalle, Christof von and Kather, Jakob Nikolas and Schneider, Lucas and Brinker, Titus Josef},
  title={A 3-dimensional histology computer model of malignant melanoma and its implications for digital pathology},
  year={2023},
  pages={1-7},
  language={eng},
  issn={1879-0852},
  volume={193(2023) vom: Nov.},
  number={Artikel-ID 113294},
  note={Online verf{\"u}gbar: 18. August 2023, Artikelversion: 9. September 2023 ; Gesehen am 08.12.2023},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2023.113294},
}
@article{UBHD-68688577,
  author={Kutzner, Heinz and Jutzi, Tanja and Krahl, Dieter and Krieghoff-Henning, Eva and Heppt, Markus V. and Hekler, Achim and Schmitt, Maximilian V. and Maron, Roman C. and Fr{\"o}hling, Stefan and Kalle, Christof von and Brinker, Titus Josef},
  title={Overdiagnosis of melanoma},
  subtitle={causes, consequences and solutions},
  year={2020},
  pages={1236-1243},
  language={eng},
  issn={1610-0387},
  volume={18},
  number={11},
  note={Gesehen am 04.02.2021},
  journal={Journal der Deutschen Dermatologischen Gesellschaft},
  doi={10.1111/ddg.14233},
}
@article{UBHD-68411810,
  author={Lisboa, Oscar Campos and Brinker, Titus Josef},
  title={A smoking prevention program delivered by medical students to secondary schools in Brazil called “Education Against Tobacco”},
  subtitle={randomized controlled trial},
  year={2019},
  pages={12 S.},
  language={eng},
  issn={1438-8871},
  volume={21(2019},
  note={Gesehen am 24.07.2019},
  journal={Journal of medical internet research},
  doi={10.2196/12854},
}
@article{UBHD-69053228,
  author={L{\"o}ffler, Chiara and Ortiz Bruechle, Nadina and Jung, Max and Seillier, Lancelot and Rose, Michael and Laleh, Narmin Ghaffari and Knuechel, Ruth and Brinker, Titus Josef and Trautwein, Christian and Gaisa, Nadine T. and Kather, Jakob Nikolas},
  title={Artificial intelligence-based detection of FGFR3 mutational status directly from routine histology in bladder cancer},
  subtitle={a possible preselection for molecular testing?},
  year={2022},
  pages={472-479},
  language={eng},
  issn={2405-4569},
  volume={8},
  number={2 vom: M{\"a}rz},
  note={Gesehen am 20.03.2023},
  journal={European urology focus},
  doi={10.1016/j.euf.2021.04.007},
}
@article{UBHD-69204700,
  author={Marmé, Frederik and Krieghoff-Henning, Eva and Gerber, Bernd and Schmitt, Max and Zahm, Dirk-Michael and Bauerschlag, Dirk Olaf and Forstbauer, Helmut and Hildebrandt, Guido and Ataseven, Beyhan and Brodkorb, Tobias and Denkert, Carsten and Stachs, Angrit and Krug, David and Heil, J{\"o}rg and Golatta, Michael and K{\"u}hn, Thorsten and Nekljudova, Valentina and Gaiser, Timo and Sch{\"o}nmehl, Rebecca and Brochhausen, Christoph and Loibl, Sibylle and Reimer, Toralf and Brinker, Titus Josef},
  title={Deep learning to predict breast cancer sentinel lymph node status on INSEMA histological images},
  year={2023},
  pages={1-6},
  language={eng},
  issn={1879-0852},
  volume={195},
  number={Artikel-ID 113390},
  note={Available online 18 October 2023, Version of Record 25 October 2023 ; Gesehen am 16.04.2024},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2023.113390},
}
@article{UBHD-68873717,
  author={Maron, Roman C. and Utikal, Jochen and Hekler, Achim and Hauschild, Axel and Sattler, Elke and Sondermann, Wiebke and Haferkamp, Sebastian and Schilling, Bastian and Heppt, Markus V. and Jansen, Philipp and Reinholz, Markus and Franklin, Cindy and Schmitt, Laurenz Christofer and Hartmann, Daniela and Krieghoff-Henning, Eva and Schmitt, Max and Weichenthal, Michael and Kalle, Christof von and Fr{\"o}hling, Stefan and Brinker, Titus Josef},
  title={Artificial intelligence and is effect on dermatologists' accuracy in dermoscopic melanoma image classification},
  subtitle={web-based survey study},
  year={2020},
  pages={1-9},
  language={eng},
  issn={1438-8871},
  volume={22},
  note={Gesehen am 08.02.2022},
  journal={Journal of medical internet research},
  doi={10.2196/18091},
}
@article{UBHD-68793765,
  author={Maron, Roman C. and Schlager, Justin G. and Haggenm{\"u}ller, Sarah and Kalle, Christof von and Utikal, Jochen and Meier, Friedegund and Gellrich, Frank F. and Hobelsberger, Sarah and Hauschild, Axel and French, Lars and Heinzerling, Lucie and Schlaak, Max Simon and Ghoreschi, Kamran and Hilke, Franz and Poch, Gabriela and Heppt, Markus V. 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 Fr{\"o}hling, Stefan and Lipka, Daniel and Kather, Jakob Nikolas and Brinker, Titus Josef},
  title={A benchmark for neural network robustness in skin cancer classification},
  year={2021},
  pages={191-199},
  language={eng},
  issn={1879-0852},
  volume={155},
  note={Gesehen am 26.10.2021},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2021.06.047},
}
@article{UBHD-69076856,
  author={Maron, Roman C. and Hekler, Achim and Haggenm{\"u}ller, Sarah and Kalle, Christof von and Utikal, Jochen and M{\"u}ller, 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 Gabriel and Ghoreschi, Kamran and Schlaak, Max and Hilke, Franz and Poch, Gabriela and Korsing, S{\"o}ren and Berking, Carola and Heppt, Markus V. and Erdmann, Michael and Haferkamp, Sebastian and Schadendorf, Dirk and Sondermann, Wiebke and Goebeler, Matthias and Schilling, Bastian and Kather, Jakob Nikolas and Fr{\"o}hling, Stefan and Lipka, Daniel and Krieghoff-Henning, Eva and Brinker, Titus Josef},
  title={Model soups improve performance of dermoscopic skin cancer classifiers},
  year={2022},
  pages={307-316},
  language={eng},
  issn={1879-0852},
  volume={173},
  note={Gesehen am 17.05.2023},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2022.07.002},
}
@article{UBHD-68739685,
  author={Maron, Roman C. and Hekler, Achim and Krieghoff-Henning, Eva and Schmitt, Max and Schlager, Justin Gabriel and Utikal, Jochen and Brinker, Titus Josef},
  title={Reducing the impact of confounding factors on skin cancer classification via image segmentation},
  subtitle={technical model study},
  year={2021},
  pages={1-10},
  language={eng},
  issn={1438-8871},
  volume={23},
  note={Gesehen am 19.05.2021 ; First published: June 22, 2020},
  journal={Journal of medical internet research},
  doi={10.2196/21695},
}
@article{UBHD-68726158,
  author={Maron, Roman C. and Haggenm{\"u}ller, Sarah and Kalle, Christof von and Utikal, Jochen 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 Nikolas and Fr{\"o}hling, Stefan and Lipka, Daniel and Brinker, Titus Josef},
  title={Robustness of convolutional neural networks in recognition of pigmented skin lesions},
  year={2021},
  pages={81-91},
  language={eng},
  issn={1879-0852},
  volume={145},
  note={Gesehen am 21.04.2021},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2020.11.020},
}
@article{UBHD-68451016,
  author={Maron, Roman C. and Weichenthal, Michael and Utikal, Jochen and Hekler, Achim and Berking, Carola and Hauschild, Axel and Enk, Alexander and Haferkamp, Sebastian and Klode, Joachim and Schadendorf, Dirk and Jansen, Philipp and Holland-Letz, Tim and Schilling, Bastian and Kalle, Christof von and Fr{\"o}hling, Stefan and Gaiser, Maria and Hartmann, Daniela and Gesierich, Anja Heike and K{\"a}hler, Katharina C. and Wehkamp, Ulrike and Karoglan, Ante and B{\"a}r, Claudia and Brinker, Titus Josef},
  title={Systematic outperformance of 112 dermatologists in multiclass skin cancer image classification by convolutional neural networks},
  year={2019},
  pages={57-65},
  language={eng},
  issn={1879-0852},
  volume={119},
  note={Gesehen am 06.11.2019},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2019.06.013},
}
@article{UBHD-68558845,
  author={Melms, Johannes C. and Ho, Ka-Wai and Thummalapalli, Rohit and Tyler, Janice and Brinker, Titus Josef and Singh, Veena and Sengupta, Soma and Mier, James and Izar, Benjamin},
  title={Implementation of cell-free tumor DNA sequencing from the cerebrospinal fluid to guide treatment in a patient with primary leptomeningeal melanoma},
  subtitle={a case report},
  year={2018},
  pages={58-61},
  language={eng},
  issn={2049-9469},
  volume={9},
  number={1},
  note={Gesehen am 26.03.2020},
  journal={Molecular and clinical oncology},
  doi={10.3892/mco.2018.1621},
}
@article{UBHD-68560602,
  author={Melms, Johannes C. and Vallabhaneni, Sreeram and Mills, Caitlin E. and Yapp, Clarence and Chen, Jia-Yun and Morelli, Eugenio and Waszyk, Patricia and Kumar, Sushil and Deming, Derrick and Moret, Nienke and Rodriguez, Steven and Subramanian, Kartik and Rogava, Meri and Cartwright, Adam N. R. and Luoma, Adrienne and Mei, Shaolin and Brinker, Titus Josef and Miller, David M. and Spektor, Alexander and Schadendorf, Dirk and Riggi, Nicolo and Wucherpfennig, Kai W. and Sorger, Peter K. and Izar, Benjamin},
  title={Inhibition of haspin kinase promotes cell-intrinsic and extrinsic antitumor activity},
  year={2020},
  pages={798-810},
  language={eng},
  issn={1538-7445},
  volume={80},
  number={4},
  note={Published onlinefirst December 27, 2019 ; Gesehen am 02.04.2020},
  journal={Cancer research},
  doi={10.1158/0008-5472.CAN-19-2330},
}
@article{UBHD-69107840,
  author={Niehues, Jan Moritz and Quirke, Philip and West, Nicholas P. and Grabsch, Heike I. and van Treeck, Marko and Schirris, Yoni and Veldhuizen, Gregory P. and Hutchins, Gordon G. A. and Richman, Susan D. and Foersch, Sebastian and Brinker, Titus Josef and Fukuoka, Junya and Bychkov, Andrey and Uegami, Wataru and Truhn, Daniel and Brenner, Hermann and Brobeil, Alexander and Hoffmeister, Michael and Kather, Jakob Nikolas},
  title={Generalizable biomarker prediction from cancer pathology slides with self-supervised deep learning},
  subtitle={a retrospective multi-centric study},
  year={2023},
  pages={1-16},
  language={eng},
  issn={2666-3791},
  volume={4},
  note={Online verf{\"u}gbar 22 March 2023, Version des Artikels 18 April 2023 ; Gesehen am 09.08.2023},
  journal={Cell reports},
  doi={10.1016/j.xcrm.2023.100980},
}
@article{UBHD-68641951,
  author={Omlor, Albert Joachim and Trudzinski, Franziska and Alqudrah, Mohamad and Seiler, Frederik and Biertz, Frank and Vogelmeier, Claus F. and Welte, Tobias and Watz, Henrik and Waschki, Benjamin and Brinker, Titus Josef and Andreas, Stefan and F{\"a}hndrich, Sebastian Wolfgang and Alter, Peter and J{\"o}rres, Rudolf and B{\"o}hm, Michael and Bals, Robert},
  title={Time-updated resting heart rate predicts mortality in patients with COPD},
  year={2020},
  pages={776-786},
  language={eng},
  issn={1861-0692},
  volume={109},
  number={6},
  note={Gesehen am 01.10.2020},
  journal={Clinical research in cardiology},
  doi={10.1007/s00392-019-01572-1},
}
@article{UBHD-68448158,
  author={Rodrigues Pinto Corre︢a, Paulo César and Brinker, Titus Josef},
  title={EAT-Brazil award for tobacco control},
  subtitle={a brief description of its first edition},
  year={2019},
  pages={775-778},
  language={eng},
  issn={1806-9282},
  volume={65},
  number={6},
  note={Gesehen am 30.10.2019},
  journal={Revista da Associação Médica Brasileira},
  doi={10.1590/1806-9282.65.6.775},
}
@article{UBHD-68754709,
  author={Schmitt, Max and Maron, Roman C. and Hekler, Achim and Stenzinger, Albrecht and Hauschild, Axel and Weichenthal, Michael and Tiemann, Markus and Krahl, Dieter and Kutzner, Heinz and Utikal, Jochen and Haferkamp, Sebastian and Kather, Jakob Nikolas and Klauschen, Frederick and Krieghoff-Henning, Eva and Fr{\"o}hling, Stefan and Kalle, Christof von and Brinker, Titus Josef},
  title={Hidden variables in deep learning digital pathology and their potential to cause batch effects},
  subtitle={prediction model study},
  year={2021},
  pages={1-8},
  language={eng},
  issn={1438-8871},
  volume={23},
  note={Gesehen am 01.07.2021},
  journal={Journal of medical internet research},
  doi={10.2196/23436},
}
@article{UBHD-68934768,
  author={Schneider, Lucas and Laiouar-Pedari, Sara and Kuntz, Sara and Krieghoff-Henning, Eva and Hekler, Achim and Kather, Jakob Nikolas and Gaiser, Timo and Fr{\"o}hling, Stefan and Brinker, Titus Josef},
  title={Integration of deep learning-based image analysis and genomic data in cancer pathology},
  subtitle={a systematic review},
  year={2022},
  pages={80-91},
  language={eng},
  issn={1879-0852},
  volume={160(2022) vom: Jan.},
  note={Available online 19 November 2021 ; Gesehen am 27.06.2022},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2021.10.007},
}
@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-69007649,
  author={Schneider, Lucas and Krieghoff-Henning, Eva and Laiouar-Pedari, Sara and Kuntz, Sara and Hekler, Achim and Kather, Jakob Nikolas and Gaiser, Timo and Fr{\"o}hling, Stefan and Brinker, Titus Josef},
  title={Response to letter entitled: Re: Integration of deep learning-based image analysis and genomic data in cancer pathology},
  subtitle={a systematic review},
  year={2022},
  pages={403-404},
  language={eng},
  issn={1879-0852},
  volume={172},
  note={Online verf{\"u}gbar: 30 Juni 2022, Artikelversion 10 August 2022 ; Gesehen am 18.01.2023},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2022.06.001},
}
@article{UBHD-68485037,
  author={Sondermann, Wiebke and Utikal, Jochen and Enk, Alexander and Fr{\"o}hling, Stefan and Kalle, Christof von and Brinker, Titus Josef},
  title={Corrigendum to ‘Prediction of melanoma evolution in melanocytic nevi via artificial intelligence},
  subtitle={a call for prospective data’ [Eur J Cancer, 119 (September 2019) Pages 30-34]},
  year={2019},
  pages={171},
  language={eng},
  issn={1879-0852},
  volume={123},
  note={Gesehen am 05.02.2020},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2019.10.003},
}
@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-68450958,
  author={Sondermann, Wiebke and Utikal, Jochen and Enk, Alexander and Fr{\"o}hling, Stefan and Kalle, Christof von and Brinker, Titus Josef},
  title={Prediction of melanoma evolution in melanocytic nevi via artificial intelligence},
  subtitle={A call for prospective data},
  year={2019},
  pages={30-34},
  language={eng},
  issn={1879-0852},
  volume={119},
  note={Gesehen am 06.11.2019},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2019.07.009},
}
@article{UBHD-69056592,
  author={Steeb, Theresa and Wessely, Anja and Petzold, Anne and Brinker, Titus Josef and Sch{\"o}ffski, Oliver and Berking, Carola and Heppt, Markus V.},
  title={Long-term recurrence rates of actinic keratosis},
  subtitle={a systematic review and pooled analysis of randomized controlled trials : to the editor},
  year={2022},
  pages={1116-1119},
  language={eng},
  issn={1097-6787},
  volume={86},
  number={5},
  note={G. v. 27.03.2023},
  journal={Journal of the American Academy of Dermatology},
  doi={10.1016/j.jaad.2021.04.017},
}
@article{UBHD-68434603,
  author={Steeb, Theresa and Wessely, Anja and Mastnik, Sebastian and Brinker, Titus Josef and French, Lars Einar and Niesert, Anne-Charlotte and Berking, Carola and Heppt, Markus V.},
  title={Patient attitudes and their awareness towards skin cancer-related apps},
  subtitle={cross-sectional survey},
  year={2019},
  pages={9 S.},
  language={eng},
  issn={2291-5222},
  volume={7(2019},
  note={Gesehen am 01.10.2019},
  journal={JMIR mhealth and uhealth},
  doi={10.2196/13844},
}
@article{UBHD-68389251,
  author={Teramoto, Yukiko and Brinker, Titus Josef},
  title={Intraoperative use of LIGHTVISION},
  subtitle={a novel fluorescence navigation system using indocyanine green for sentinel lymph node biopsy in skin cancer patients},
  year={2018},
  pages={532-534},
  language={eng},
  issn={1952-4013},
  volume={28},
  number={4},
  note={Gesehen am 13.05.2019},
  journal={European journal of dermatology},
  doi={10.1684/ejd.2018.3308},
}
@article{UBHD-68394764,
  author={Wehling, Lilija and Brinker, Titus Josef and Grabe, Niels},
  title={Robust and accurate quantification of biomarkers of immune cells in lung cancer micro-environment using deep convolutional neural networks},
  year={2019},
  pages={16 S.},
  language={eng},
  issn={2167-8359},
  volume={7(2019) Artikel-Nummer e6335},
  number={16 Seiten},
  note={Gesehen am 03.06.2019},
  journal={PeerJ},
  doi={10.7717/peerj.6335},
}
@article{UBHD-69120636,
  author={Wessels, Frederik and Kuntz, Sara and Krieghoff-Henning, Eva and Schmitt, Max and Braun, Volker and Worst, Thomas and Neuberger, Manuel and Steeg, Matthias and Gaiser, Timo and Fr{\"o}hling, Stefan and Michel, Maurice Stephan and Nuhn, Philipp and Brinker, Titus Josef},
  title={Artificial intelligence to predict oncological outcome directly from hematoxylin and eosin-stained slides in urology},
  year={2022},
  pages={538-550},
  language={eng},
  issn={2724-6442},
  volume={74},
  number={5 vom: Okt.},
  note={Gesehen am 11.09.2023},
  journal={Minerva urology and nephrology},
  doi={10.23736/S2724-6051.22.04758-9},
}
@article{UBHD-68979807,
  author={Wessels, Frederik and Schmitt, Max and Krieghoff-Henning, Eva and Kather, Jakob Nikolas and Nientiedt, Malin and Kriegmair, Maximilian and Worst, Thomas and Neuberger, Manuel and Steeg, Matthias and Popovic, Zoran V. and Gaiser, Timo and Kalle, Christof von and Utikal, Jochen and Fr{\"o}hling, Stefan and Michel, Maurice Stephan and Nuhn, Philipp and Brinker, Titus Josef},
  title={Deep learning can predict survival directly from histology in clear cell renal cell carcinoma},
  year={2022},
  pages={1-14},
  language={eng},
  issn={1932-6203},
  volume={17},
  note={Gesehen am 28.10.2022},
  journal={PLOS ONE},
  doi={10.1371/journal.pone.0272656},
}
@article{UBHD-69198165,
  author={Wessels, Frederik and Schmitt, Max and Krieghoff-Henning, Eva and Nientiedt, Malin and Waldbillig, Frank and Neuberger, Manuel and Kriegmair, Maximilian and Kowalewski, Karl-Friedrich and Worst, Thomas and Steeg, Matthias and Popovic, Zoran V. and Gaiser, Timo and Kalle, Christof von and Utikal, Jochen and Fr{\"o}hling, Stefan and Michel, Maurice Stephan and Nuhn, Philipp and Brinker, Titus Josef},
  title={A self-supervised vision transformer to predict survival from histopathology in renal cell carcinoma},
  subtitle={original article},
  year={2023},
  pages={2233-2241},
  language={eng},
  issn={1433-8726},
  volume={41},
  number={8 vom: Aug.},
  note={Online ver{\"o}ffentlicht: 29. Juni 2023 ; Gesehen am 08.04.2024},
  journal={World journal of urology},
  doi={10.1007/s00345-023-04489-7},
}
@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},
}
@article{UBHD-69320568,
  author={Wies, Christoph and Hauser, Katja and Brinker, Titus Josef},
  title={Reply to: False conflict and false confirmation errors are crucial components of AI accuracy in medical decision making},
  year={2024},
  pages={1-3},
  language={eng},
  issn={2041-1723},
  volume={15},
  number={Artikel-ID 6897},
  note={Gesehen am 20.03.2025},
  journal={Nature Communications},
  doi={10.1038/s41467-024-50954-1},
}
@article{UBHD-68558317,
  author={Wilms, Christina and Brinker, Titus Josef},
  title={2A-DUB/Mysm1 regulates epidermal development in part by suppressing p53-mediated programs},
  year={2018},
  pages={12 S.},
  language={eng},
  issn={1422-0067 and 1661-6596},
  volume={19(2018},
  note={Gesehen am 26.03.2020},
  journal={International journal of molecular sciences},
  doi={10.3390/ijms19030687},
}
@article{UBHD-68319557,
  author={Xavier, Luiz Eduardo De Freitas and Tran, Dinh Thien-An and Brinker, Titus Josef},
  title={A medical student-delivered smoking prevention program, education against tobacco, for secondary schools in Brazil},
  subtitle={study protocol for a randomized trial},
  year={2017},
  pages={11 S.},
  language={eng},
  issn={1929-0748},
  volume={6},
  note={Gesehen am 22.10.2018},
  journal={JMIR Research Protocols},
  doi={10.2196/resprot.7134},
}
@article{UBHD-68498559,
  author={Zacher, Martina and Heppt, Markus V. and Brinker, Titus Josef and Hayani, Kinan M. and Flaig, Michael J. and Berking, Carola},
  title={Primary leiomyosarcoma of the skin},
  subtitle={a comprehensive review on diagnosis and treatment},
  year={2018},
  pages={19 S.},
  language={eng},
  issn={1559-131X},
  volume={Band 35.2018},
  note={Gesehen am 10.03.2020},
  journal={Medical oncology},
  doi={10.1007/s12032-018-1196-2},
}
@article{UBHD-68450931,
  author={Zaremba, Anne and Brinker, Titus Josef},
  title={Clinical and genetic analysis of melanomas arising in acral sites},
  year={2019},
  pages={66-76},
  language={eng},
  issn={1879-0852},
  volume={119},
  note={Gesehen am 06.11.2019},
  journal={European journal of cancer},
  doi={10.1016/j.ejca.2019.07.008},
}