Publications

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

Here a small selection of papers:

  • 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, Aljoscha Burchardt, Nils Feldhus, Laura Seiffe, Klemens Budde, Simon Ronicke and Bilgin Osmanodja. An Annotated Corpus of Textual Explanations for Clinical Decision Support. Proceedings of the International Conference on Language Resources and Evaluation (LREC 2022), Marseille, France, 2022. [Conference Paper]

  • Laura Seiffe, Oliver Marten, Michael Mikhailov, Sven Schmeier, Sebastian Möller and Roland Roller. From Witch’s Shot to Music Making Bones - Resources for Medical Laymen to Technical Language and Vice Versa. In Proceedings of the International Conference on Language Resources and Evaluation (LREC 2020), Marseille, France, 2020 [Conference Paper]

  • Roland Roller, Philippe Thomas and Sven Schmeier. Football and Beer - a Social Media Analysis on Twitter in Context of the FIFA Football World Cup 2018. In Proceedings of Social Media Mining for Health Applications (SMM4H), Brussels, Belgium [Workshop Paper]





Dr. Roland Roller

roland.roller@dfki.de

Senior Researcher
German Research Center for Artificial Intelligence (DFKI)

 
Design courtesy of Vasilios Mavroudis: Plain Academic