Kathrin Blagec

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 14

Top Topics

Artificial Intelligence

Similarity Estimation

Natural Language

Top Venues

Publications

Kathrin Blagec, Jakob Kraiger, Wolfgang Frühwirt, Matthias Samwald
Benchmark datasets driving artificial intelligence development fail to capture the needs of medical professionals. J. Biomed. Informatics 137 (2023)
Kathrin Blagec, Georg Dorffner, Milad Moradi, Simon Ott, Matthias Samwald
A global analysis of metrics used for measuring performance in natural language processing. CoRR (2022)
Adriano Barbosa-Silva, Simon Ott, Kathrin Blagec, Jan Brauner, Matthias Samwald
Mapping global dynamics of benchmark creation and saturation in artificial intelligence. CoRR (2022)
Kathrin Blagec, Jakob Kraiger, Wolfgang Frühwirt, Matthias Samwald
Benchmark datasets driving artificial intelligence development fail to capture the needs of medical professionals. CoRR (2022)
Milad Moradi, Kathrin Blagec, Florian Haberl, Matthias Samwald
GPT-3 Models are Poor Few-Shot Learners in the Biomedical Domain. CoRR (2021)
Kathrin Blagec, Hong Xu, Asan Agibetov, Matthias Samwald
Neural sentence embedding models for semantic similarity estimation in the biomedical domain. CoRR (2021)
Milad Moradi, Kathrin Blagec, Matthias Samwald
Deep learning models are not robust against noise in clinical text. CoRR (2021)
Kathrin Blagec, Adriano Barbosa-Silva, Simon Ott, Matthias Samwald
A curated, ontology-based, large-scale knowledge graph of artificial intelligence tasks and benchmarks. CoRR (2021)
Kathrin Blagec, Georg Dorffner, Milad Moradi, Matthias Samwald
A critical analysis of metrics used for measuring progress in artificial intelligence. CoRR (2020)
Kathrin Blagec, Hong Xu, Asan Agibetov, Matthias Samwald
Neural sentence embedding models for semantic similarity estimation in the biomedical domain. BMC Bioinform. 20 (1) (2019)
Asan Agibetov, Kathrin Blagec, Hong Xu, Matthias Samwald
Fast and scalable neural embedding models for biomedical sentence classification. BMC Bioinform. 19 (1) (2018)
Kathrin Blagec, Rudolf Koopmann, Mandy Crommentuijn-van Rhenen, Inge Holsappel, Cathelijne H. van der Wouden, Lidija Konta, Hong Xu, Daniela Steinberger, Enrico Just, Jesse J. Swen, Henk-Jan Guchelaar, Matthias Samwald
Implementing pharmacogenomics decision support across seven European countries: The Ubiquitous Pharmacogenomics (U-PGx) project. J. Am. Medical Informatics Assoc. 25 (7) (2018)
Kathrin Blagec, David Jungwirth, Daniela Haluza, Matthias Samwald
Effects of Medical Device Regulations on the Development of Stand-Alone Medical Software: A Pilot Study. eHealth (2018)
Kathrin Blagec, Wolfgang Kuch, Matthias Samwald
The Importance of Gene-Drug-Drug-Interactions in Pharmacogenomics Decision Support: An Analysis Based on Austrian Claims Data. eHealth (2017)
Matthias Samwald, José Antonio Miñarro-Giménez, Kathrin Blagec, Klaus-Peter Adlassnig
Towards a global IT system for personalized medicine: the Medicine Safety Code initiative. MIE (2014)
Matthias Samwald, José Antonio Miñarro-Giménez, Kathrin Blagec, Klaus-Peter Adlassnig
Towards a Global IT System for Personalized Medicine: the Medicine Safety Code Initiative. eHealth (2014)