Open AccessUsing Edge AI and Language Understanding for Predictive Modeling of Acute Medical Intoxications
Author(s) -
Strahil Sokolov,
Stanislava Georgieva
Publication year - 2021
Publication title -
the journal of ciees
Language(s) - English
Resource type - Journals
eISSN - 2738-7291
pISSN - 2738-7283
DOI - 10.48149/jciees.2021.1.2.3
Subject(s) - computer science , categorization , natural language processing , enhanced data rates for gsm evolution , artificial intelligence , text categorization , natural language
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.