Kathrin Blagec

According to our database, Kathrin Blagec authored at least 13 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

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, January, 2023

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

Mapping global dynamics of benchmark creation and saturation in artificial intelligence.

Adriano Barbosa-Silva, Simon Ott, Kathrin Blagec, Jan Brauner, Matthias Samwald

CoRR, 2022

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

GPT-3 Models are Poor Few-Shot Learners in the Biomedical Domain.

Milad Moradi, Kathrin Blagec, Florian Haberl, Matthias Samwald

CoRR, 2021

Deep learning models are not robust against noise in clinical text.

Milad Moradi, Kathrin Blagec, Matthias Samwald

CoRR, 2021

2020

A critical analysis of metrics used for measuring progress in artificial intelligence.

Kathrin Blagec, Georg Dorffner, Milad Moradi, Matthias Samwald

CoRR, 2020

2019

Neural sentence embedding models for semantic similarity estimation in the biomedical domain.

Kathrin Blagec, Hong Xu, Asan Agibetov, Matthias Samwald

BMC Bioinform., 2019

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, Daniela Steinberger, Enrico Just, Jesse J. Swen, Henk-Jan Guchelaar, Matthias Samwald

J. Am. Medical Informatics Assoc., 2018

Fast and scalable neural embedding models for biomedical sentence classification.

Asan Agibetov, Kathrin Blagec, Hong Xu, Matthias Samwald

BMC Bioinform., 2018

Effects of Medical Device Regulations on the Development of Stand-Alone Medical Software: A Pilot Study.

Kathrin Blagec, David Jungwirth, Daniela Haluza, Matthias Samwald

Proceedings of the Health Informatics Meets eHealth - Biomedical Meets eHealth - From Sensors to Decisions, 2018

2017

The Importance of Gene-Drug-Drug-Interactions in Pharmacogenomics Decision Support: An Analysis Based on Austrian Claims Data.

Kathrin Blagec, Wolfgang Kuch, Matthias Samwald

Proceedings of the Health Informatics Meets eHealth - Digital Insight - Information-Driven Health & Care, 2017

2014

Towards a Global IT System for Personalized Medicine: the Medicine Safety Code Initiative.

Matthias Samwald, José Antonio Miñarro-Giménez, Kathrin Blagec, Klaus-Peter Adlassnig

Proceedings of the Health Informatics Meets eHealth, 2014