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ORCIDMatthias Samwald
- > Home > Persons > Matthias Samwald
Publications
- 2023
[j31]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: 104274 (2023)- 2022
- [i26]Kathrin Blagec, Jakob Kraiger, Wolfgang Frühwirt, Matthias Samwald:
Benchmark datasets driving artificial intelligence development fail to capture the needs of medical professionals. CoRR abs/2201.07040 (2022) - [i24]Adriano Barbosa-Silva, Simon Ott, Kathrin Blagec, Jan Brauner, Matthias Samwald:
Mapping global dynamics of benchmark creation and saturation in artificial intelligence. CoRR abs/2203.04592 (2022) - [i23]Kathrin Blagec, Georg Dorffner, Milad Moradi, Simon Ott, Matthias Samwald:
A global analysis of metrics used for measuring performance in natural language processing. CoRR abs/2204.11574 (2022) - 2021
- [i20]Milad Moradi, Kathrin Blagec, Matthias Samwald:
Deep learning models are not robust against noise in clinical text. CoRR abs/2108.12242 (2021) - [i19]Milad Moradi, Kathrin Blagec, Florian Haberl, Matthias Samwald:
GPT-3 Models are Poor Few-Shot Learners in the Biomedical Domain. CoRR abs/2109.02555 (2021) - [i17]Kathrin Blagec, Adriano Barbosa-Silva, Simon Ott, Matthias Samwald:
A curated, ontology-based, large-scale knowledge graph of artificial intelligence tasks and benchmarks. CoRR abs/2110.01434 (2021) - [i16]Kathrin Blagec, Hong Xu, Asan Agibetov, Matthias Samwald:
Neural sentence embedding models for semantic similarity estimation in the biomedical domain. CoRR abs/2110.15708 (2021) - 2020
- [i11]Kathrin Blagec, Georg Dorffner, Milad Moradi, Matthias Samwald:
A critical analysis of metrics used for measuring progress in artificial intelligence. CoRR abs/2008.02577 (2020) - 2019
- [j19]Kathrin Blagec, Hong Xu, Asan Agibetov, Matthias Samwald:
Neural sentence embedding models for semantic similarity estimation in the biomedical domain. BMC Bioinform. 20(1): 178:1-178:10 (2019) - 2018
- [j18]Asan Agibetov, Kathrin Blagec, Hong Xu, Matthias Samwald:
Fast and scalable neural embedding models for biomedical sentence classification. BMC Bioinform. 19(1): 541:1-541:9 (2018) - [j17]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): 893-898 (2018) - [c26]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: 180-187 - 2017
- [c21]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: 121-127 - 2014
- [c19]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: 25-31 - [c18]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: 261-265
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