EVALUATION OF SPACY AND DEEPPAVLOV LIBRARY TOOLS FOR NAMED ENTITIES RECOGNITION FROM DESCRIPTIONS OF EXAMINATION RESULTS OF PATIENTS WITH COVID-19

EVALUATION OF SPACY AND DEEPPAVLOV LIBRARY TOOLS FOR NAMED ENTITIES RECOGNITION FROM DESCRIPTIONS OF EXAMINATION RESULTS OF PATIENTS WITH COVID-19

Relevance. Determined by the need to extract significant features from electronic medical records to automate the assessment of patients' condition. Aim. Assessing the possibility of identifying named entitie in electronic descriptions of examinations of patients with COVID-19 using the BERT mo...

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Bibliographic Details
Main Authors: Dmitry E. Sokolovsky, Vladimir N. Nekrasov, Sergey A. Zemlyansky, Sergey V. Axyonov
Format: Article
Language:English
Published: Tomsk Polytechnic University 2023-06-01
Series:Известия Томского политехнического университета: Промышленная кибернетика
Subjects:
deep learning
named entity extraction
bert
spaсy
deeppavlov
Online Access:https://indcyb.ru/journal/article/view/27/22
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https://indcyb.ru/journal/article/view/27/22

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