Kathrin Blagec

16 papers Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2023 J jnl
Benchmark datasets driving artificial intelligence development fail to capture the needs of medical professionals.
J. Biomed. Informatics
Kathrin Blagec, Jakob Kraiger, Wolfgang Frühwirt, Matthias Samwald
2022 J jnl
A global analysis of metrics used for measuring performance in natural language processing.
CoRR
Kathrin Blagec, Georg Dorffner, Milad Moradi, Simon Ott, Matthias Samwald
2022 J jnl
Benchmark datasets driving artificial intelligence development fail to capture the needs of medical professionals.
CoRR
Kathrin Blagec, Jakob Kraiger, Wolfgang Frühwirt, Matthias Samwald
2022 J jnl
Mapping global dynamics of benchmark creation and saturation in artificial intelligence.
CoRR
Adriano Barbosa-Silva, Simon Ott, Kathrin Blagec, Jan Brauner, Matthias Samwald
2021 J jnl
A curated, ontology-based, large-scale knowledge graph of artificial intelligence tasks and benchmarks.
CoRR
Kathrin Blagec, Adriano Barbosa-Silva, Simon Ott, Matthias Samwald
2021 J jnl
Deep learning models are not robust against noise in clinical text.
CoRR
Milad Moradi, Kathrin Blagec, Matthias Samwald
2021 J jnl
GPT-3 Models are Poor Few-Shot Learners in the Biomedical Domain.
CoRR
Milad Moradi, Kathrin Blagec, Florian Haberl, Matthias Samwald
2021 J jnl
Neural sentence embedding models for semantic similarity estimation in the biomedical domain.
CoRR
Kathrin Blagec, Hong Xu, Asan Agibetov, Matthias Samwald
2020 J jnl
A critical analysis of metrics used for measuring progress in artificial intelligence.
CoRR
Kathrin Blagec, Georg Dorffner, Milad Moradi, Matthias Samwald
2019 J jnl
Neural sentence embedding models for semantic similarity estimation in the biomedical domain.
BMC Bioinform.
Kathrin Blagec, Hong Xu, Asan Agibetov, Matthias Samwald
2018 — conf
Effects of Medical Device Regulations on the Development of Stand-Alone Medical Software: A Pilot Study.
eHealth
Kathrin Blagec, David Jungwirth, Daniela Haluza, Matthias Samwald
2018 J jnl
Fast and scalable neural embedding models for biomedical sentence classification.
BMC Bioinform.
Asan Agibetov, Kathrin Blagec, Hong Xu, Matthias Samwald
2018 J jnl
Implementing pharmacogenomics decision support across seven European countries: The Ubiquitous Pharmacogenomics (U-PGx) project.
J. Am. Medical Informatics Assoc.
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
2017 — conf
The Importance of Gene-Drug-Drug-Interactions in Pharmacogenomics Decision Support: An Analysis Based on Austrian Claims Data.
eHealth
Kathrin Blagec, Wolfgang Kuch, Matthias Samwald
2014 — conf
Towards a Global IT System for Personalized Medicine: the Medicine Safety Code Initiative.
eHealth
Matthias Samwald, José Antonio Miñarro-Giménez, Kathrin Blagec, Klaus-Peter Adlassnig
2014 — conf
Towards a global IT system for personalized medicine: the Medicine Safety Code initiative.
MIE
Matthias Samwald, José Antonio Miñarro-Giménez, Kathrin Blagec, Klaus-Peter Adlassnig