Publications
2026
Guidelines for Reporting Studies on Large Language Models in Radiology: An International Delphi Expert Survey
Jonathan Kottlors, Andra-Iza Iuga, Christian Bluethgen, Keno K. Bressem, Jakob Nikolas Kather, Linda Moy, Christoph Wald, Wei Wang, Tianming Liu, Erik Ranschaert, Thomas Dratsch, Jens Kleesiek, Roman Johannes Gertz, Pranav Rajpurkar, Arash Bedayat, Matthias A. Fink, Almut Zeeck, Akshay Chaudhari, Tarik Alkasab, Honghan Wu, Felix Nensa, Benyou Wang, Nils Große Hokamp, Kai Roman Laukamp, Thorsten Persigehl, David Maintz, Daniel Truhn, Simon Lennartz
Radiology
Reporting checklist for foundation and large language models in medical research (REFINE): an international consensus guideline
Ismail Mese, Tugba Akinci D’Antonoli, Christian Bluethgen, Keno K. Bressem, Renato Cuocolo, Akshay Chaudhari, Ali S. Tejani, Amanda Isaac, Andrea Ponsiglione, Aymen Meddeb, Bardia Khosravi, Bastien Le Guellec, Charles E. Kahn, Chong Hyun Suh, Daniel Pinto dos Santos, Dow-Mu Koh, Eleftherios Tzanis, Elmar Kotter, Errol Colak, Felipe Kitamura, Felix Busch, Felix Nensa, Guang Yang, Henning Müller, Jakob Nikolas Kather, Jawed Nawabi, Jens Kleesiek, Jingyu Zhong, João Santinha, Johannes Haubold, José Guilherme De Almeida, Karim Lekadir, Kostas Marias, Lara Noelle Reiner, Lena Maier-Hein, Linda Moy, Lisa C. Adams, Luis Martí-Bonmatí, Magdalini Paschali, Mana Moassefi, Matthias Dietzel, Merel Huisman, Michael Ingrisch, Michail E. Klontzas, Nikolaos Papanikolaou, Oliver Diaz, Paulo Kuriki, Philipp Seeböck, Pouria Rouzrokh, Quirin D. Strotzer, Seong Ho Park, Shahriar Faghani, Soroosh Tayebi Arasteh, Su Hwan Kim, Vasantha Kumar Venugopal, Woojin Kim, Burak Kocak
Diagnostic and Interventional Radiology 2024
Medical large language models are susceptible to targeted misinformation attacks
Tianyu Han, Sven Nebelung, Firas Khader, Tianci Wang, Gustav Mueller-Franzes, Christiane Kuhl, Sebastian Försch, Jens Kleesiek, Christoph Haarburger, Keno K. Bressem, Jakob Nikolas Kather, Daniel Truhn
npj Digital Medicine
Biomedical Large Languages Models Seem not to be Superior to Generalist Models on Unseen Medical Data
Felix J. Dorfner, Amin Dada, Felix Busch, Marcus R. Makowski, Tianyu Han, Daniel Truhn, Jens Kleesiek, Madhumita Sushil, Jacqueline Lammert, Lisa C. Adams, Keno K. Bressem
arXiv
Biomedical Large Languages Models Seem not to be Superior to Generalist Models on Unseen Medical Data
Felix J. Dorfner, Amin Dada, Felix Busch, Marcus R. Makowski, Tianyu Han, Daniel Truhn, Jens Kleesiek, Madhumita Sushil, Jacqueline Lammert, Lisa C. Adams, Keno K. Bressem 2023
Medical Foundation Models are Susceptible to Targeted Misinformation Attacks
Tianyu Han, Sven Nebelung, Firas Khader, Tianci Wang, Gustav Mueller-Franzes, Christiane Kuhl, Sebastian Försch, Jens Kleesiek, Christoph Haarburger, Keno K. Bressem, Jakob Nikolas Kather, Daniel Truhn
arXiv 
