Projects per year
Personal profile
Further information
Branches of science
- 102 Computer Sciences
- 305 Other Human Medicine, Health Sciences
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Dive into the research topics where Markus Eduard Kreuzthaler is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Most recent collaborations and top research areas
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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GeMTeX: German Medical Text Corpus
Kreuzthaler, M. E. (Principal investigator)
1/09/23 → 31/08/26
Project: Research funding
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AIDAVA: AI powered Data Curation & Publishing Virtual Assistant
Kreuzthaler, M. E. (Principal investigator)
1/09/22 → 31/08/26
Project: Research funding
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SEMCARE: Semantic Data Platform for Healthcare
Schulz, S. (Principal investigator) & Kreuzthaler, M. E. (Co-investigator)
1/01/14 → 31/12/15
Project: Research funding
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Ontology-Aligned Clinical NER in Emergency Medicine Using Weak Supervision
Kugic, A., Schiegl, A., Tiefenbacher, A., Seper, L., Schulz, S. & Kreuzthaler, M., 8 Jul 2026, p. 249-253. 5 p.Research output: Contribution to conference book › Conference article
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Transforming Annotated Clinical Narratives into Pruned Interoperable Knowledge Graphs with SNOMED CT
Kugic, A. (First author), Kreuzthaler, M. & Schulz, S., 21 May 2026, In: Studies in Health Technology and Informatics. 336, p. 1054-1055 2 p.Research output: Contribution to journal › Research letter
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An AI-powered data curation and publishing virtual assistant: usability and explainability/causability of, and patient interest in the first-generation prototype.
van Mierlo, R., Liang, W., Norak, K., Kargl, M., Maasik, M., Bynens, A., Plass, M., Kreuzthaler, M. E., Benedikt, M., Hochstenbach, L., vant Hof, A., Celebi, R., Dekker, A., de Zegher, I., Kalendralis, P. & AIDAVA consortium, 17 Oct 2025, In: Frontiers in Digital Health. 7, p. 1629413 12 p., 1629413.Research output: Contribution to journal › Research article
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Calibrated kNN classification via second-layer neighborhood analysis
Pfeifer, B. (First author) & Kreuzthaler, M. E., 26 Sept 2025, In: Advances in Data Analysis and Classification. 21 p.Research output: Contribution to journal › Research article
3 Citations (Web of Science) -
Domain Shift in Part-of-Speech Tagging.
Kugic, A. (First author), Schulz, S. & Kreuzthaler, M. E. (Last author), 15 May 2025, In: Studies in Health Technology and Informatics. p. 896-897Research output: Contribution to journal › Research article
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Fusion Viewer: Supporting clinical decision-making for precision oncology
Herbsthofer, L. (Author) & Kreuzthaler, M. E. (Author)
2024Activity: Talk, presentation or poster › Poster
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Leveraging Non-Lexicalized Content in Clinical Narratives
Kugic, A. (Speaker), Kreuzthaler, M. E. (Author), Boeker, M. (Author) & Schulz, S. (Author)
2023Activity: Talk, presentation or poster › Poster
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PLOS ONE (Journal)
Kreuzthaler, M. E. (Reviewer)
2020 → 2021Activity: Peer-review and editorial work › Peer-review activitiy
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Journal of Biomedical Informatics (Journal)
Kreuzthaler, M. E. (Reviewer)
2020 → 2023Activity: Peer-review and editorial work › Peer-review activitiy
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Journal of Biomedical Semantics (Journal)
Kreuzthaler, M. E. (Reviewer)
2018 → 2021Activity: Peer-review and editorial work › Peer-review activitiy
Prizes
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Best Paper Selection in Clinical Research Informatics; IMIA Yearbook of Medical Informatics; Kreuzthaler, M., Schulz, S., & Berghold, A. (2015). Secondary use of electronic health records for building cohort studies through top-down information extraction. J Biomed Inform, 53, 188-195.
Kreuzthaler, M. E. (Recipient), 2016
Prize
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First place at the 2018 n2c2 Shared Task on Challenges in Natural Language Processing for Clinical Data - Track 1, organized via the Harvard Medical School Department of Biomedical Informatics (DBMI) in partnership with the Volgenau School of Engineering of George Mason University.
Kreuzthaler, M. E. (Recipient), 2018
Prize
Thesis
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Medical Information Search in Semi-Structured Data
Kreuzthaler, M. E. (Author), Berghold, A. (Supervisor) & Schulz, S. (Supervisor), 2016Student thesis: Doctoral thesis