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Kathrin Blagec
Kathrin Blagec
Research Associate, Medical University of Vienna
Verified email at meduniwien.ac.at
Title
Cited by
Cited by
Year
A 12-gene pharmacogenetic panel to prevent adverse drug reactions: an open-label, multicentre, controlled, cluster-randomised crossover implementation study
JJ Swen, CH van der Wouden, LEN Manson, H Abdullah-Koolmees, ...
The Lancet 401 (10374), 347-356, 2023
1642023
Incidence of exposure of patients in the United States to multiple drugs for which pharmacogenomic guidelines are available
M Samwald, H Xu, K Blagec, PE Empey, DC Malone, SM Ahmed, P Ryan, ...
PloS one 11 (10), e0164972, 2016
812016
Implementing pharmacogenomics decision support across seven European countries: The Ubiquitous Pharmacogenomics (U-PGx) project
K Blagec, R Koopmann, M Crommentuijn–van Rhenen, I Holsappel, ...
Journal of the American Medical Informatics Association 25 (7), 893-898, 2018
742018
Examining perceptions of the usefulness and usability of a mobile-based system for pharmacogenomics clinical decision support: a mixed methods study
K Blagec, KM Romagnoli, RD Boyce, M Samwald
PeerJ 4, e1671, 2016
482016
Gpt-3 models are poor few-shot learners in the biomedical domain
M Moradi, K Blagec, F Haberl, M Samwald
arXiv preprint arXiv:2109.02555, 2021
392021
Fast and scalable neural embedding models for biomedical sentence classification
A Agibetov, K Blagec, H Xu, M Samwald
BMC bioinformatics 19, 1-9, 2018
372018
Neural sentence embedding models for semantic similarity estimation in the biomedical domain
K Blagec, H Xu, A Agibetov, M Samwald
BMC bioinformatics 20, 1-10, 2019
282019
Pharmacogenomics decision support in the U-PGx project: Results and advice from clinical implementation across seven European countries
K Blagec, JJ Swen, R Koopmann, KC Cheung, ...
PloS one 17 (6), e0268534, 2022
242022
A critical analysis of metrics used for measuring progress in artificial intelligence
K Blagec, G Dorffner, M Moradi, M Samwald
arXiv preprint arXiv:2008.02577, 2020
222020
A curated, ontology-based, large-scale knowledge graph of artificial intelligence tasks and benchmarks
K Blagec, A Barbosa-Silva, S Ott, M Samwald
Scientific Data 9 (1), 322, 2022
212022
Mapping global dynamics of benchmark creation and saturation in artificial intelligence
S Ott, A Barbosa-Silva, K Blagec, J Brauner, M Samwald
Nature Communications 13 (1), 6793, 2022
19*2022
An ontology-based, mobile-optimized system for pharmacogenomic decision support at the point-of-care
JA Minarro-Gimenez, K Blagec, RD Boyce, KP Adlassnig, M Samwald
PLoS One 9 (5), e93769, 2014
192014
Analyzing the potential for incorrect haplotype calls with different pharmacogenomic assays in different populations: a simulation based on 1000 Genomes data
M Samwald, K Blagec, S Hofer, RR Freimuth
Pharmacogenomics 16 (15), 1713-1721, 2015
122015
The Importance of Gene-Drug-Drug-Interactions in Pharmacogenomics Decision Support: An Analysis Based on Austrian Claims Data.
K Blagec, W Kuch, M Samwald
eHealth, 121-127, 2017
112017
Benchmark datasets driving artificial intelligence development fail to capture the needs of medical professionals
K Blagec, J Kraiger, W Frühwirt, M Samwald
Journal of Biomedical Informatics 137, 104274, 2023
102023
A global analysis of metrics used for measuring performance in natural language processing
K Blagec, G Dorffner, M Moradi, S Ott, M Samwald
arXiv preprint arXiv:2204.11574, 2022
102022
Digital health understanding and preparedness of medical students: a cross-sectional study
M Baumgartner, C Sauer, K Blagec, G Dorffner
Medical education online 27 (1), 2114851, 2022
82022
Towards a global IT system for personalized medicine: the Medicine Safety Code initiative.
M Samwald, JA Minarro-Giménez, K Blagec, KP Adlassnig
eHealth, 25-31, 2014
82014
Ubiquitous pharmacogenomics consortium. A 12-gene pharmacogenetic panel to prevent adverse drug reactions: an open-label, multicentre, controlled, cluster-randomised crossover …
JJ Swen, CH van der Wouden, LE Manson, H Abdullah-Koolmees, ...
Lancet 401, 347-356, 2023
72023
Deep learning models are not robust against noise in clinical text
M Moradi, K Blagec, M Samwald
arXiv preprint arXiv:2108.12242, 2021
32021
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