Informace o projektu
New Horizons of Electronic Health Record Analysis using Deep Learning
(Health Record Analysis using Deep Learning)
- Kód projektu
- MUNI/IGA/1326/2021
- Období řešení
- 1/2022 - 12/2022
- Investor / Programový rámec / typ projektu
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Masarykova univerzita
- Interní grantová agentura MU
- Fakulta / Pracoviště MU
- Fakulta informatiky
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.
Cíle udržitelného rozvoje
Masarykova univerzita se hlásí k cílům udržitelného rozvoje OSN, jejichž záměrem je do roku 2030 zlepšit podmínky a kvalitu života na naší planetě.
Publikace
Počet publikací: 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, rok: 2022, ročník: 12, vydání: 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, rok: 2022