New Horizons of Electronic Health Record Analysis using Deep Learning (Health Record Analysis using Deep Learning)
- Project Identification
- MUNI/IGA/1326/2021
- Project Period
- 1/2022 - 12/2022
- Investor / Pogramme / Project type
-
Masaryk University
- Internal grant agency MU
- MU Faculty or unit
- Faculty of Informatics
Continuing and building upon its successful 2021 predecessor, the proposed project aims to extract, analyze, and visualize previously unseen medical information in Czech and Polish health records – a pioneering endeavor, as this kind of research is virtually nonexistent in Slavic languages. We have obtained unique and highly valuable databases of health records (no personal data) and our extraction methods employ hybrid approaches ranging from BERT classification to high-speed automaton search.
Sustainable Development Goals
Masaryk University is committed to the UN Sustainable Development Goals, which aim to improve the conditions and quality of life on our planet by 2030.
Publications
Total number of publications: 2
2022
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Deep Learning Analysis of Polish Electronic Health Records for Diagnosis Prediction in Patients with Cardiovascular Diseases
Journal of Personalized Medicine, year: 2022, volume: 12, edition: 6, DOI
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Medical Knowledge Resources for Text-Mining of Health Records in Czech, Polish, and Slovak
Proceedings of the Sixteenth Workshop on Recent Advances in Slavonic Natural Languages Processing, RASLAN 2022, year: 2022