Towards a Global IT System for Personalized Medicine: the Medicine Safety Code Initiative. - Matthias Samwald; José Antonio Miñarro-Giménez; Kathrin Blagec; Klaus-Peter Adlassnig (eHealth, 2014)

The Importance of Gene-Drug-Drug-Interactions in Pharmacogenomics Decision Support: An Analysis Based on Austrian Claims Data. - Kathrin Blagec; Wolfgang Kuch; Matthias Samwald (eHealth, 2017)

Effects of Medical Device Regulations on the Development of Stand-Alone Medical Software: A Pilot Study. - Kathrin Blagec; David Jungwirth; Daniela Haluza; Matthias Samwald (eHealth, 2018)

Fast and scalable neural embedding models for biomedical sentence classification. - Asan Agibetov; Kathrin Blagec; Hong Xu 016; Matthias Samwald (BMC Bioinform., 2018)

Implementing pharmacogenomics decision support across seven European countries: The Ubiquitous Pharmacogenomics (U-PGx) project. - Kathrin Blagec; Rudolf Koopmann; Mandy Crommentuijn-van Rhenen; Inge Holsappel; Cathelijne H. van der Wouden; Lidija Konta; Hong Xu 016; Daniela Steinberger; Enrico Just; Jesse J. Swen; Henk-Jan Guchelaar; Matthias Samwald (J. Am. Medical Informatics Assoc., 2018)

Neural sentence embedding models for semantic similarity estimation in the biomedical domain. - Kathrin Blagec; Hong Xu 016; Asan Agibetov; Matthias Samwald (BMC Bioinform., 2019)

A critical analysis of metrics used for measuring progress in artificial intelligence. - Kathrin Blagec; Georg Dorffner; Milad Moradi; Matthias Samwald (CoRR, 2020)

Deep learning models are not robust against noise in clinical text. - Milad Moradi; Kathrin Blagec; Matthias Samwald (CoRR, 2021)

GPT-3 Models are Poor Few-Shot Learners in the Biomedical Domain. - Milad Moradi; Kathrin Blagec; Florian Haberl; Matthias Samwald (CoRR, 2021)

A curated, ontology-based, large-scale knowledge graph of artificial intelligence tasks and benchmarks. - Kathrin Blagec; Adriano Barbosa-Silva; Simon Ott; Matthias Samwald (CoRR, 2021)

Mapping global dynamics of benchmark creation and saturation in artificial intelligence. - Adriano Barbosa-Silva; Simon Ott; Kathrin Blagec; Jan Brauner; Matthias Samwald (CoRR, 2022)

A global analysis of metrics used for measuring performance in natural language processing. - Kathrin Blagec; Georg Dorffner; Milad Moradi; Simon Ott; Matthias Samwald (CoRR, 2022)

Benchmark datasets driving artificial intelligence development fail to capture the needs of medical professionals. - Kathrin Blagec; Jakob Kraiger; Wolfgang Frühwirt; Matthias Samwald (J. Biomed. Informatics, 2023)