Research output per year
Research output per year
Personal profile
Research interests
Data Science, Predictive Modelling, Machine Learning, Artificicial Intelligence, Privacy Preserving Services, Medical Research Networks
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):
Education/Academic qualification
Health care and hospital management, Master
… → 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
Fingerprint
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Research output
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dHealth 2024: Proceedings of the 18th Health Informatics meets Digital Health Conference
Hayn, D., Pfeifer, B., Schreier, G. & Baumgartner, M., May 2024, IOS Press BV. 258 p. (Studies in Health Technology and Informatics)Research output: Books and Reports › Conference Proceedings › peer-review
Open Access -
Health Data Space Nodes for Privacy-Preserving Linkage of Medical Data to Support Collaborative Secondary Analyses
Baumgartner, M., Kreiner, K., Lauschensky, A., Jammerbund, B., Donsa, K., Hayn, D., Wiesmüller, F., Demelius, L., Modre-Osprian, R., Neururer, S., Slamanig, G., Prantl, S., Brunelli, L., Pfeifer, B., Pölzl, G. & Schreier, G., 10 Apr 2024, In: Frontiers in Medicine. 11, p. 1-17 17 p., 1301660.Research output: Contribution to journal › Article › peer-review
Open Access -
Instance Selection Algorithms for Predictive Modelling in Telehealth Applications
Wiesmüller, F., Hayn, D., Hoffmann, F., Hanke, S., Kastner, P., Falgenhauer, M. & Schreier, G., 25 Jan 2024, In: Studies in Health Technology and Informatics. 310, p. 840-844 5 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Masketeer: An Ensemble-Based Pseudonymization Tool with Entity Recognition for German Unstructured Medical Free Text
Baumgartner, M., Kreiner, K., Wiesmüller, F., Hayn, D., Puelacher, C. & Schreier, G., 6 Aug 2024, In: Future Internet. 16, 8, p. 1-16 16 p., 281.Research output: Contribution to journal › Article › peer-review
Open Access -
Privacy-preserving linkage of multi-modal pseudonymised rare disease data
Hayn, D., Sandner, E., Kreiner, K. & Schreier, G., May 2024, European Conference on Rare Diseases & Orphan products (ECRD2024): Action Within Reach Pioneering Solutions for Rare Diseases. Brussels, p. 159Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Poster Presentation › peer-review
Open Access
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Privacy-Preserving Record Linkage (PPRL) - How can distributed data be linked without disclosing patients' identities
Hayn, D. (Speaker)
6 Jun 2024Activity: Talk or presentation / Lecture › Presentation at a scientific conference / workshop
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Challenges and Solutions of De-Identifying German Unstructured Medical Free Text in a Telehealth Disease Management Programme
Baumgartner, M. (Speaker), Kreiner, K. (Author), Wiesmüller, F. (Author), Hayn, D. (Author), Poelzl, G. (Author) & Schreier, G. (Author)
23 Feb 2024Activity: Talk or presentation / Lecture › Presentation at a scientific conference / workshop
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SIOPEN BIOPORTAL and its relation to Survivorship Passport and European Joint Programme on Rare Diseases
Hayn, D. (Speaker)
31 Jan 2024Activity: Talk or presentation / Lecture › Presentation at a scientific conference / workshop
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Telemedical Applications
Hayn, D. (Speaker)
20 Oct 2023Activity: Talk or presentation / Lecture › Lecture