Fabio Dennstädt

According to our database, Fabio Dennstädt authored at least 7 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

Comorbidity Classification from Clinical Free-Text using Large Language Models: Application to Sleep Disorder Patients.

Yihan Deng, Fabio Dennstädt, Irina Filchenko, Julia van der Meer, Xiaoli Yang, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Kerstin Denecke

J. Medical Syst., December, 2026

Is one run enough? Reproducibility of flagship large language models across temperature and reasoning settings in biomedical text processing.

Paul Windisch, Carole Koechli, Fabio Dennstädt, Daniel M. Aebersold, Daniel R. Zwahlen, Robert Förster, Christina Schröder

J. Am. Medical Informatics Assoc., 2026

2025

A CDE-based data structure for radiotherapeutic decision-making in breast cancer.

Fabio Dennstädt, Maximilian Schmalfuss, Johannes Zink, Janna Hastings, Roberto Gaio, Max Schmerder, Nikola Cihoric, Paul Martin Putora

BMC Medical Informatics Decis. Mak., December, 2025

Implementing large language models in healthcare while balancing control, collaboration, costs and security.

Fabio Dennstädt, Janna Hastings, Paul Martin Putora, Max Schmerder, Nikola Cihoric

npj Digit. Medicine, 2025

Implementing a Resource-Light and Low-Code Large Language Model System for Information Extraction from Mammography Reports: A Pilot Study.

Fabio Dennstädt, Simon Fauser, Nikola Cihoric, Max Schmerder, Paolo Lombardo, Grazia Maria Cereghetti, Sandro von Däniken, Thomas Minder, Jaro Meyer, Lawrence Chiang, Roberto Gaio, Luc Lerch, Irina Filchenko, Daniel Reichenpfader, Kerstin Denecke, Caslav Vojvodic, Igor Tatalovic, André Sander, Janna Hastings, Daniel M. Aebersold, Hendrik von Tengg-Kobligk, Knud Nairz

J. Imaging Inform. Medicine, 2025

Consensus Finding Among LLMs to Retrieve Information About Oncological Trials.

Fabio Dennstädt, Paul Windisch, Irina Filchenko, Johannes Zink, Paul Martin Putora, Ahmed Shaheen, Roberto Gaio, Nikola Cihoric, Marie Wosny, Stefanie Aeppli, Max Schmerder, Mohamed Shelan, Janna Hastings

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

2021

Creation of clinical algorithms for decision-making in oncology: an example with dose prescription in radiation oncology.

Fabio Dennstädt, Theresa Treffers, Thomas Iseli, Cédric Panje, Paul Martin Putora

BMC Medical Informatics Decis. Mak., 2021