Publications

For the full and most recent publication overview, please have a look into my Google Scholar account.

Here a small selection of papers:

• Roland Roller, Ajay Madhavan Ravichandran, Tillmann-Leonhard Breitenstein, Marcel Naik, Bianca Zukunft, Bilgin Osmanodja, Matthias Pfefferkorn, Tim Gielsdorf, Judith Schleder, Sinem Karaterzi, Kristina Boss, Philipp Winnekens, Mario A. Cypko, Aditya Kumar, Ulrich Kunze, Lisa Raithel, Oliver Witzke, Oliver Amft, Lars Pape, Sebastian Möller, Mario Schiffer, Klemens Budde and Wiebke Duettmann. Real-world deployment and longitudinal evaluation of a human-in-the-loop telemedicine communication support system. In press. Frontiers in Public Health. 2026
  
  
• Bilgin Osmanodja, Jakob Joachim Spencker, Ömer Ege Ömeroğlu, Zeineb Sassi, Roland Roller, Sascha Vu-Eickmann, Hannah Thomas, Aljoscha Burchardt, Michael Hahn, Tabea Ott, Peter Dabrock, Sebastian Möller, Klemens Budde, Anne Herrmann. Randomized trial of electronic health record (EHR)-implemented AI-based risk prediction in post-kidney transplant care. npj Digital Medicine, 2026 [Paper]
  
  
• Ibrahim Baroud, Christoph Otto, Vera Czehmann, Christine Hovhannisyan, Lisa Raithel, Sebastian Möller and Roland Roller. MultiGraSCCo: A Multilingual Anonymization Benchmark With Annotations of Personal Identifiers. Proceedings of the Fifteenth biennial Language Resources and Evaluation Conference (LREC). Palma in Palma, Spain, 2026 [Paper]
  
  
• Johann Frei, Nils Feldhus, Lisa Raithel, Roland Roller, Alexander Meyer, Frank Kramer. Infherno: End-to-end Agent-based FHIR Resource Synthesis from Free-form Clinical Notes. Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations. Rabat, Morocco. 2026 [Paper]
  
  
• Eiji Aramaki, Shoko Wakamiya, Shuntaro Yada, Shohei Hisada, Tomohiro Nishiyama, Lenard Paulo Tamayo, Jingnan Xiao, Axalia Levenchaud, Pierre Zweigenbaum, Christoph Otto, Jerycho Pasniczek, Philippe Thomas, Nathan Pohl, Wiebke Duettmann, Lisa Raithel and Roland Roller. NTCIR-18 MedNLP-CHAT Determining Medical, Ethical and Legal Risks in Patient-Doctor Conversations: Task Overview. (to appear) In: NTCIR Conference on Evaluation of Information Access Technologies. 2025.
  
  
• Roland Roller, Michael Hahn, Ajay Madhavan Ravichandran, Zeineb Sassi, Bilgin Osmanodja, Florian Oetke, Aljoscha Burchardt, Klaus Netter, Anne Herrmann, Klemens Budde, Peter Dabrock, Tobias Strapatsas, Sebastian Möller. One Size Fits None: Rethinking Fairness in Medical AI. In Proceedings of GeBNLP 2025. Vienna
  
  
• David Samhammer, Susanne Beck, Klemens Budde, Aljoscha Burchardt, Michelle Faber, Simon Gerndt, Sebastian Möller, Bilgin Osmanodja, Roland Roller, Peter Dabrock. Klinische Entscheidungsfindung mit Künstlicher Intelligenz: Ein interdisziplinärer Governance-Ansatz. 2023 May 3. Berlin, Heidelberg: Springer Berlin Heidelberg. [Book]
  
  
• Akhila Abdulnazar, Roland Roller, Stefan Schulz and Markus Kreuzthaler. Large Language Models for Clinical Text Cleansing Enhance Medical Concept Normalization. IEEE Access. 2024 [Journal Paper]
  
  
• Lisa Raithel, Hui-Syuan Yeh, Shuntaro Yada, Cyril Grouin, Thomas Lavergne, Aurélie Névéol, Patrick Paroubek, Philippe Thomas, Tomohiro Nishiyama, Sebastian Möller, Eiji Aramaki, Yuji Matsumoto, Roland Roller, Pierre Zweigenbaum. A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages. In: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). 2024. [Conference Paper]
  
  
• David Samhammer, Roland Roller, Patrik Hummel, Bilgin Osmanodja, Aljoscha Burchardt, Manuel Mayrdorfer, Wiebke Duettmann, Peter Dabrock. "Nothing Works Without the Doctor." Physicians' Perception on Clinical Decision-Making and Artificial Intelligence. Frontiers in Medicine, 2022. [Journal Paper]
  
  

roland.roller@dfki.de

Senior Researcher
German Research Center for Artificial Intelligence (DFKI)