Publications
Here you can find an overview of our current publications on the topic of 'AI in nursing'.
Learn more about the possible applications and latest developments of this technology in the healthcare industry and get an insight into our current research results.
2026
Transactions on Machine Learning Research (TMLR)
Papaioannou, J.-M., Jäger, S., Figueroa, A., Stutz, D., van Aken, B., Bressem, K., Nejdl, W., Gers, F., Löser, A., & Bießmann, F.
2026
Institute of Medical Informatics, Charité – Universitätsmedizin Berlin (IMI)
Reinert, L.
2025
Journal of Healthcare Informatics Research
Adams, L., Busch, F., Han, T., Excoffier, J.-B., Ortala, M., Löser, A., Aerts, H. J. W. L., Kather, J. N., Truhn, D., & Bressem, K. K.
2025
Journal of Data and Information Quality (JDIQ)
Jung, P., Jäger, S., Chandler, N., & Bießmann, F.
2025
Journal of Medical Internet Research (JMIR)
Nanevski, I., Jäger, S., Schulte-Althoff, M., Behnke, E.-M., Fürstenau, D., & Bießmann, F.
2025
Journal of Medical Internet Research (JMIR)
Nanevski, I., Mohebi, M., Jäger, S., Otte, K., Schulte-Althoff, M., Prasser, F., Fürstenau, D., & Bießmann, F.
2025
Journal of Medical Internet Research (JMIR)
Reinert, L., Schulte-Althoff, M., Gubser, R., Edenharter, V., Müller-Werdan, U., Aykaç, V., Freyer, J., Simon, L., Balzer, F., Tolxdorff, T., Schaaf, T., & Fürstenau, D.
2024
Expert Systems with Applications
Bressem, K. K., Papaioannou, J.-M., Grundmann, P., Borchert, F., Adams, L. C., Liu, L., Busch, F., Xu, L., Loyen, J. P., Niehues, S. M., Augustin, M., Grosser, L., Makowski, M. R., Aerts, H. J. W. L., & Löser, A.
2024
npj Digital Medicine
Fast, D., Adams, L. C., Busch, F., Fallon, C., Huppertz, M., Siepmann, R., Prucker, P., Bayerl, N., Truhn, D., Makowski, M., Löser, A., & Bressem, K. K.
2024
Computer Law & Security Review
Grafenstein, M. v., & Rupp, V.
2022
Stud Health Technol Inform
Rehfeld, R., Schulte-Althoff, M., Schreiber, F., Fürstenau, D., Näher, F., Hauss, A., Köhler, C., Balzer, F.
Conference Paper 2026
Medical Informatics Europe (MIE)
The gender gap in inpatient fall risk assessment: Results from a retrospective analysis of EHR data
Gubser, R. J., Arnaout, F., Nowak, A., Fürstenau, D., & Schulte-Althoff, M.
Conference Paper 2025
Symposium at Academy of Management (AOM)
Bahmani, M., Vaccaro, M., Alsobay, M., Fang, D., Amaatouq, A., Curhan, J. R., Gubser, R., Nowak, A., Fürstenau, D., van den Broek, E., Brady, W., Doyle, M., Jackson, J., Baier, S., Brown, A. S., Dishop, C., Williams-Woolley, A., & Jonassen, Z.
Conference Paper 2025
7. Clusterkonferenz „Zukunft der Pflege“
Erprobung und Evaluation eines KI-gestützten Sturzrisikoassessments zur Anwendung im stationären Kliniksetting: User Experience und Usability aus Sicht von Pflegefachkräften
Friese, C., & Klebbe, R.
Conference Paper 2025
International Conference on Data Science and Intelligent Systems (DSIS)
Jung, P., Chandler, N., Jäger, S., & Bießmann, F.
Conference Paper 2025
Proceedings of the First InArtificial Intelligence in Medicine and Healthcare (AiMH)
End-to-end pseudonymization of German texts with deep learning: An empirical comparison of classical and modern approaches
Kumar, S., & Bießmann, F.
Conference Paper 2025
European Chapter of the Association for Computational Linguistics (EACL)
Röhr, T., Roy, S., Al Mohamad, F., Papaioannou, J.-M., Nejdl, W., Gers, F. A., & Löser, A.
Conference Paper 2024
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)
Figueroa, A., Papaioannou, J.-M., Fallon, C., Bekiaridou, A., Bressem, K., Zanos, S., Gers, F., Nejdl, W., & Löser, A.
Conference Paper 2024
Proceedings of the Joint International Conference on Computational Linguistics and Language Resources (LREC-COLING)
Data drift in clinical outcome prediction from admission notes
Grundmann, P., Papaioannou, J.-M., Oberhauser, T., Steffek, T., Siu, A., Nejdl, W., & Löser, A.
Conference Paper 2024
Proceedings of Machine Learning Research (PMLR)
Jäger, S., & Bießmann, F.
Conference Paper 2024
Jahreskongress der Deutschen Gesellschaft für Gerontologie und Geriatrie (DGGG) und der Deutschen Gesellschaft für Geriatrie (DGG): „Altern ohne Grenzen“
Klebbe, R., & Friese, C.
Conference Paper 2024
Proceedings of the Joint International Conference on Computational Linguistics and Language Resources (LREC-COLING)
DDxGym: Online transformer policies in a knowledge graph based natural language environment
Winter, B., Figueroa, A., Löser, A., Gers, F. A., Figueroa, N., & Krestel, R.
Conference Paper 2022
Association for Computational Linguistics (ACL)
Van Aken, B., Papaioannou, J., Naik, M.G., Eleftheriadis, G., Nejdl, W., Gers, F.G., Löser, A.
Manuscript under review (2026)
Anonymized but useful synthetic tabular health data for AI-based fall risk assessment
Nanevski, I., Jäger, S., Mohebi, M., Schulte-Althoff, M., Pohle, J., Chandler, N., Gubser, R., Nowak, A., Prasser, F., Fürstenau, D., Balzer, F., & Bießmann, F.
Manuscript under review (2026)
Tailored interventions: Risk stratification and explainable AI
Schulte-Althoff, M., Krappen, P., Gubser, R., Hauß, A., Bießmann, F., Jäger, S., Balzer, F., & Fürstenau, D.
Manuscript under review (2025)
Towards better collaborative governance of AI systems development and use: The CoAIG framework
Gubser, R., & Pohle, J.
Workshop 2024
Proceedings of the NAACL Workshop
Röhr, T., Figueroa, A., Papaioannou, J.-M., Fallon, C., Bressem, K., Nejdl, W., & Löser, A.
Book Chapter 2026
K. Arai (Ed.), Intelligent Systems and Applications
Orynbay, S., Akanova, I., Turmakhan, D., Lim, N., Bießmann, F., & Fazli, S.
Book Chapter 2024
The Digitalization of Healthcare for Older Adults
Nowak, A., Schulte-Althoff, M., Gubser, R., & Fürstenau, D.
Discussion Paper 2026
HIIG Discussion Paper Series 2026-02
Pohle, J., Heinemann, N., Grafenstein, M. v., & Rupp, V.
Discussion Paper 2026
HIIG Discussion Paper Series 2026-01
Pohle, J., & Heinemann, N.
