Please use this identifier to cite or link to this item: https://dspace.ncfu.ru/handle/20.500.12258/23416
Title: Using a Decision Tree with a Feedback Function to Select Therapeutic Tactis for Viral Infection of the Respiratory Tract in the Medical Expert System
Authors: Sukhanova, E. D.
Суханова, Е. Д.
Keywords: Artificial intelligence;Expert system;Medical decision support system;COVID-19;Viral infections;Respiratory tract;Doctor's appointment;Electronic clinical pharmacologist;Pharmacovigilance;Therapy safety
Issue Date: 2022
Citation: Maslova, AY; Mishvelov, AE; Dudusheva, MJ; Blejyants, GA; Minaev, SV; Shchetinin, EV; Apaguni, AA; Rakitina, EN; Sukhanova, ED; Ospichule, GV. Using a Decision Tree with a Feedback Function to Select Therapeutic Tactis for Viral Infection of the Respiratory Tract in the Medical Expert System // INTERNATIONAL TRANSACTION JOURNAL OF ENGINEERING MANAGEMENT & APPLIED SCIENCES & TECHNOLOGIES. - 2022. - 3(8), 13A8F, 1-10. - DOI: 10.14456/ITJEMAST.2022.157
Series/Report no.: INTERNATIONAL TRANSACTION JOURNAL OF ENGINEERING MANAGEMENT & APPLIED SCIENCES & TECHNOLOGIES
Abstract: The Electronic Clinical Pharmacologist (ECP) is a Medical Decision Support System (MDSS). This system is based on the Unified Medical Knowledge Base (UMKB), which is updated and updated as new medicines are released and specialized publications are published in peer-reviewed biomedical scientific journals. ECP helps to reduce the risks of medical errors and complications in clinical practice. When using ECP, the number of side effects from the use of medicines decreases, the patient's admission time is reduced, the quality of medical care is improved, the costs of the medical organization for the purchase of medicines are reduced, all this is carried out due to more rational prescriptions of the doctor. The ECP takes into account the personalized approach of drug therapy. Based on Stavropol State Medical University and medical universities of the North Caucasus Federal District, a questionnaire of students was conducted among students of 3-6 courses, as well as testing of the ECP application to compare treatment standards (clinical recommendations) according to the clinical recommendations of the Ministry of Health (outpatient, inpatient treatment) and self-treatment of students and their relatives. And patterns of changes in the course of treatment were also revealed when using MDSS ECP and without it.
URI: http://hdl.handle.net/20.500.12258/23416
Appears in Collections:Статьи, проиндексированные в SCOPUS, WOS

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