Automatic allergy classification based on Russian unstructured medical texts

Automatic allergy classification based on Russian unstructured medical texts

Most of the medical data in hospital information systems databases are stored in an unstructured form. Techniques for processing unstructured records are widely presented in scientific papers focused on English data. This paper proposes a method for intellectual analysis of unstructured allergy anam...

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Bibliographic Details
Main Authors: Iuliia D. Lenivtceva, Georgy D. Kopanitsa
Format: Article
Language:English
Published: Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University) 2021-06-01
Series:Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki
Subjects:
medical data structuring
allergy
intolerance
machine learning
unstructured text analysis
interoperability
Online Access:https://ntv.ifmo.ru/file/article/20517.pdf

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