Benchmarking large language models for personalized, biomarker-based health intervention recommendations.

Andreas Hermann Andreas Hermann 0001 ArtiMinds Robotics, Karlsruhe, Germany Karlsruhe University, Department of Intelligent Systems and Production Engineering, ISPE-IDS, Research Center of Information Technology, FZI, Germany Andreas Hermann 0002 Catholic University of Eichstätt-Ingolstadt, Department of Applied Computer Science, Germany Andreas Hermann 0003 University of Münster, European Research Center for Information Systems, ERCIS, Germany https://orcid.org/0000-0001-6787-7462 Andreas Hermann 0004 University of Edinburgh, Centre for Science at Extreme Conditions and SUPA, School of Physics andAstronomy, UK https://orcid.org/0000-0002-8971-3933 https://www.wikidata.org/entity/Q47451439 Andreas Hermann 0005 University of Fribourg, Department of Physics, Switzerland Andreas Hermann 0006 University of Hannover, Institute of Microelectronic Systems, Germany

Hans Jarchow Christoph Bobrowski Steffi S. I. Falk Andreas Hermann Anton Kulaga Johann-Christian Põder Maximilian Unfried Nikolay Usanov Bijan Zendeh Brian K. Kennedy Sebastian Lobentanzer Georg Fuellen Benchmarking large language models for personalized, biomarker-based health intervention recommendations. 2025 8 npj Digit. Medicine 1 https://doi.org/10.1038/s41746-025-01996-2 db/journals/npjdm/npjdm8.html#JarchowBFHKPUUZKLF25 streams/journals/npjdm

Benjamin Alt Urs Keßner Aleksandar Taranovic Darko Katic Andreas Hermann Rainer Jäkel Gerhard Neumann Domain-Specific Fine-Tuning of Large Language Models for Interactive Robot Programming. 274-279 2024 ERF (1) https://doi.org/10.1007/978-3-031-76424-0_49 conf/erf/2024-1 db/conf/erf/erf2024-1.html#AltKTKHJN24

Benjamin Alt Urs Keßner Aleksandar Taranovic Darko Katic Andreas Hermann Rainer Jäkel Gerhard Neumann Domain-Specific Fine-Tuning of Large Language Models for Interactive Robot Programming. 2023 abs/2312.13905 CoRR https://doi.org/10.48550/arXiv.2312.13905 db/journals/corr/corr2312.html#abs-2312-13905

Dennis Lamken Tobias Wagner 0003 Tim Hoiss Karl Seidenfad Andreas Hermann Mehmet Kus Ulrike Lechner Design patterns and framework for blockchain integration in supply chains. 1-3 2021 IEEE ICBC https://doi.org/10.1109/ICBC51069.2021.9461062 conf/icbc2/2021 db/conf/icbc2/icbc2021.html#LamkenWHSHKL21

Sven Dittus Benjamin Alt Andreas Hermann Darko Katic Rainer Jäkel Jürgen Fleischer Localization and Tracking of User-Defined Points on Deformable Objects for Robotic Manipulation. 2021 abs/2105.09067 CoRR https://arxiv.org/abs/2105.09067 db/journals/corr/corr2105.html#abs-2105-09067

Andreas Hermann Fahrsituationsspezifische Datenverteilung im Verteilten Umgebungsmodell für Fahrzeugsoftware. 541-545 2007 GI Jahrestagung (2) conf/gi/2007-2 db/conf/gi/gi2007-2.html#Hermann07 https://dl.gi.de/handle/20.500.12116/22538 http://subs.emis.de/LNI/Proceedings/Proceedings110/article1772.html

Ekbert Hering Andreas Hermann Eckard Kronmüller Neue grafische Darstellungsmethode für Simulationsmodelle. 91-93 1988 30 Angew. Inform. 2 db/journals/wi/wi30.html#HeringHK88

Benjamin Alt Christoph Bobrowski Sven Dittus Steffi S. I. Falk Jürgen Fleischer Georg FüllenGeorg Fuellen Ekbert Hering Tim Hoiss Rainer Jäkel Hans Jarchow Darko Katic Brian K. Kennedy Urs Keßner Eckard Kronmüller Anton Kulaga Mehmet Kus Dennis Lamken Ulrike Lechner Sebastian Lobentanzer Gerhard Neumann Johann-Christian Põder Karl Seidenfad Aleksandar Taranovic Maximilian Unfried Nikolay Usanov Tobias Wagner 0003 Bijan Zendeh