no code implementations • 27 Dec 2021 • Markus Kreuzthaler, Stefan Schulz
Clinical information systems have become large repositories for semi-structured annotated healthcare data, which have reached a critical mass that makes them interesting for supervised data-driven neural network approaches.
no code implementations • LREC 2020 • Stefan Schulz, Larissa Hammer, David Hashemian-Nik, Markus Kreuzthaler
With large parts of clinical documents in free text, NLP is playing a more and more important role in unlocking re-usable and interoperable meaning from medical records.
1 code implementation • Journal of the American Medical Informatics Association 2019 • Michel Oleynik, Amila Kugic, Zdenko Kasáč, Markus Kreuzthaler
Shallow machine learning strategies showed lower overall micro F1 scores, but still higher than deep learning strategies and the baseline.
no code implementations • WS 2016 • Markus Kreuzthaler, Michel Oleynik, Alex Avian, er, Stefan Schulz
The disambiguation of period characters is therefore an important task for sentence and abbreviation detection.