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Florian Leiser

Dr. rer. nat.

 https://orcid.org/0000-0001-5347-0493
  • 234
    Citations
20232025

Research activity per year

Personal profile

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  1. SDG 4 - Quality Education
    SDG 4 Quality Education

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Collaborations and top research areas from the last five years

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  • 4 Conference contribution
  • 3 Review article
  • 2 Article
  • 1 Conference article

  • Applying Random Forests in Federated Learning: A Synthesis of Aggregation Techniques

    Bodynek, M., Leiser, F., Thiebes, S. & Sunyaev, A., 2025, Conceptualizing Digital Responsibility for the Information Age - Proceedings of the 18th International Conference on Wirtschaftsinformatik, 2023, Vol. 1. Beverungen, D., Trier, M. & Lehrer, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 399-415 17 p. (Lecture Notes in Information Systems and Organisation; vol. 74).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • Large Language Model Architectures in Health Care: Scoping Review of Research Perspectives

    Leiser, F., Guse, R. & Sunyaev, A., 2025, In: Journal of Medical Internet Research. 27, e70315.

    Research output: Contribution to journal › Review article › peer-review

    Open Access
    9 Scopus citations

  • Reward Systems for Trustworthy Medical Federated Learning

    Pandl, K. D., Leiser, F., Thiebes, S. & Sunyaev, A., 13 Oct 2025, In: ACM Transactions on Computing for Healthcare. 6, 4, 53.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    3 Scopus citations

  • Explainable artificial intelligence for omics data: a systematic mapping study

    Toussaint, P. A., Leiser, F., Thiebes, S., Schlesner, M., Brors, B. & Sunyaev, A., 1 Jan 2024, In: Briefings in Bioinformatics. 25, 1, bbad453.

    Research output: Contribution to journal › Review article › peer-review

    Open Access
    73 Scopus citations

  • HILL: A Hallucination Identifier for Large Language Models

    Leiser, F., Eckhardt, S., Leuthe, V., Knaeble, M., Maedche, A., Schwabe, G. & Sunyaev, A., 11 May 2024, CHI 2024 - Proceedings of the 2024 CHI Conference on Human Factors in Computing Sytems. Association for Computing Machinery, 482. (Conference on Human Factors in Computing Systems - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    62 Scopus citations
View all 10 Research outputs