Data Mining from Free-Text Health Records : State of the Art, New Polish Corpus

Warning

This publication doesn't include Faculty of Sports Studies. It includes Faculty of Informatics. Official publication website can be found on muni.cz.
Authors

ANETTA Krištof

Year of publication 2020
Type Article in Proceedings
Conference Proceedings of the Fourteenth Workshop on Recent Advances in Slavonic Natural Language Processing, RASLAN 2020
MU Faculty or unit

Faculty of Informatics

Citation
Web
Keywords EHR; electronic health records; named entity recognition; text data mining; NLP; natural language processing; Slavic languages; Polish
Description This paper deals with data mining from free-form text electronic health records both from global perspective and with specific application to Slavic languages. It introduces the reader to the promises and challenges of this enterprise and provides a short overview of the global state of the art and of the general absence of this kind of research in Central European Slavic languages. It describes pl_ehr_cardio, a new corpus of Polish health records with 18 years’ worth of medical text. This paper marks the beginning of a pioneering research project in medical text data mining in Central European Slavic languages.
Related projects:

You are running an old browser version. We recommend updating your browser to its latest version.

More info