Personal profile
Research interests
Data Science, Predictive Modelling, Machine Learning, Artificicial Intelligence, Privacy Preserving Services, Medical Research Networks
Education/Academic qualification
Health care and hospital management, Master, Medical University of Graz
… → 2016
Medical Informatics, PhD, UMIT TIROL - Private University For Health Sciences and Health Technology
… → 2007
Electro and Biomedical Engineering, Master, Graz University of Technology
… → 2002
External positions
Lecturer, FH Campus Wien – University of Applied Sciences
1 Sept 2021 → …
External affiliation, Ludwig Boltzmann Institute for Digital Health and Prevention
1 Oct 2019 → …
Lecturer
2004 → …
Former external affiliation, UMIT TIROL - Private University For Health Sciences and Health Technology
2001 → 2005
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Research output
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Development and validation of random-forest based federated ensemble learning algorithms for delirium prediction using electronic medical records from eleven hospitals in Austria: a retrospective study
Veeranki, S. P. K., Hayn, D., Kramer, D., Gampawar, P. G., Baumgartner, M., Lorenzer, L. D., Schrempf, M. & Schreier, G., 14 Jan 2026, (E-pub ahead of print) In: BMC Medical Informatics and Decision Making. 26, 1, p. 1-15 15 p., 41.Research output: Contribution to journal › Article › peer-review
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EUPID-configurable privacy-preserving record linkage in federated health data spaces
Hayn, D., Sandner, E., Baumgartner, M., Jammerbund, B., Wiesmüller, F., Beyer, S., Vinatzer, H., Rzepka, A., Donsa, K., Kreiner, K. & Schreier, G., 9 Feb 2026, In: Frontiers in Digital Health. 8, 12 p., 1751234.Research output: Contribution to journal › Article › peer-review
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A Neural Network for Atrial Fibrillation Detection via PPG
Howlader, R., Jurgec, M., Schimanko, A., Dohnal, C., Busch, A., Baumgartner, M., Wiesmüller, F., Lauschensky, A., Hayn, D. & Schreier, G., 1 May 2025, Proceedings of the 19th Health Informatics Meets Digital Health Conference. Baumgartner, M., Hayn, D., Pfeifer, B. & Schreier, G. (eds.). IOS Press BV, Vol. 324. p. 276-281 6 p. (Studies in Health Technology and Informatics; vol. 324).Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Poster Presentation › peer-review
Open Access -
Austrian Health Data Spaces Supporting Primary and Secondary Use of Healthcare Data
Hayn, D. (Author and Speaker), Donsa, K., Kreiner, K., Rzepka, A. & Schreier, G., 23 Oct 2025, 50th Anniversary Meeting of the Austrian Society for Biomedical Engineering: Collected Abstracts. 2 p.Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation
Open Access -
Barriers and facilitators to the implementation of a new European eHealth solution (SurPass v2.0): the PanCareSurPass Open Space study
on behalf of the PanCareSurPass consortium, de Beijer, I. A. E., Hardijzer, E. C., Haupt, R., Grabow, D., Balaguer, J., Bardi, E., Nieto, A. C., Ciesiūnienė, A., Düster, V., Filbert, A.-L., Gsell, H., Kapitančukė, M., Ladenstein, R., Langer, T., Muraca, M., van den Oever, S. R., Prikken, S., Rascon, J. & Tormo, M. T. & 4 others, , Apr 2025, In: Journal of Cancer Survivorship. 19 (2025), 2, p. 659-671 13 p.Research output: Contribution to journal › Article › peer-review
Open Access
Activities
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Telemedizin und ihre Anwendung in ausgewählten medizinischen Bereichen
Hayn, D. (Speaker, invited)
20 Mar 2026Activity: Talk or presentation / Lecture › Invited talk to industry or public institution
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Predictive Analytics in Healthcare (Big Data)
Baumgartner, M. (Speaker), Schreier, G. (Speaker), Hayn, D. (Speaker), Kreiner, K. (Speaker), Beyer, S. (Speaker) & Wiesmüller, F. (Speaker)
12 Sept 2025 → 13 Dec 2025Activity: Talk or presentation / Lecture › Lecture
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Data Management for AI Applications in Healthcare
Hayn, D. (Speaker)
20 May 2025 → 26 Jun 2025Activity: Talk or presentation / Lecture › Lecture
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Clinical and biological monitoring of pediatric cancer patients beyond clinical trials - The SIOPEN BIOPORTAL
Hayn, D. (Speaker), Schleiermacher, G. (Speaker) & Taschner-Mandl, S. (Speaker)
14 May 2025Activity: Talk or presentation / Lecture › Presentation at a scientific conference / workshop
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