Using Edge AI and Language Understanding for Predictive Modeling of Acute Medical Intoxications

This paper presents a new approach to processing and categorization of text from patient documents in Bulgarian language using Natural Language Processing and Edge AI. The proposed algorithm contains several phases - personal data anonymization, pre-processing and conversion of text to vectors, mode...

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Bibliographic Details
Published inThe Journal of CIEES Vol. 1; no. 2; pp. 18 - 22
Main Authors Sokolov, Strahil, Georgieva, Stanislava
Format Journal Article
LanguageEnglish
Published 22.12.2021
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Summary:This paper presents a new approach to processing and categorization of text from patient documents in Bulgarian language using Natural Language Processing and Edge AI. The proposed algorithm contains several phases - personal data anonymization, pre-processing and conversion of text to vectors, model training and recognition. The experimental results in terms of achieved accuracy are comparable with modern approaches.
ISSN:2738-7283
2738-7291
DOI:10.48149/jciees.2021.1.2.3