МАТЕМАТИЧЕСКАЯ МОДЕЛЬ ОЦЕНКИ СТЕПЕНИ ТЯЖЕСТИ ГЕНИТАЛЬНОГО ГЕРПЕСА НА ОСНОВЕ АППАРАТА НЕЧЕТКОЙ ЛОГИКИ
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Научный журнал Моделирование, оптимизация и информационные технологииThe scientific journal Modeling, Optimization and Information Technology
Online media
issn 2310-6018

A MATHEMATICAL MODEL OF THE ASSESSMENT OF THE SEVERITY OF GENITAL HERPES ON THE BASIS OF FUZZY LOGIC

Mikhail M.I.,  Pis'mennaya Y.V.,  Olisova O.Y.,  Starodubtseva L.V.,  Shulga L.V. 

UDC 615.47
DOI: 10.26102/2310-6018/2019.24.1.009

  • Abstract
  • List of references
  • About authors

The work is devoted to the urgent problem of improving the quality of medical care for the population suffering from genital herpes due to the timely and qualitative assessment of the severity of the disease under study. In the course of the research, a fuzzy mathematical model was obtained, which allows to distinguish four classes of patient's conditions: patients with clinically undetectable genital herpes; patients with detected traces of herpes; patients with detected herpes; patients with clinically observed herpes. The methodology used in the synthesis of hybrid fuzzy decision rules allows to reliably separate the selected classes of States in the conditions of incomplete and fuzzy representation of the original data with a strongly overlapping structure of classes. The chosen classification system allows to rationalize the choice of treatment regimens depending on the individual condition of patients. As a result of the research it was found that the use of fuzzy logic of decision-making, can improve the quality of decision-making, according to the stages of disease by 10,..., 15% and reduce the duration of treatment by 5,...10%, which allows us to recommend the results for use in medical practice

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Mikhail Mikhail Ivanovich
Candidate of Medical Sciences
Email: kstu-bmi@yandex.ru

Southwest State University
Higher Educational Institution “Kursk leather medical dispensary”

Kursk, Russian Federation

Pis'mennaya Yekaterina Vasilievna
Candidate of Medical Sciences

Southwest State University
Kursk leather medical dispensary

Kursk, Russian Federation

Olisova Olga Yurievna
Doctor of Medical Sciences

First Moscow State Medical University named after I.M. Sechenova

Moscow, Russian Federation

Starodubtseva Lilia Viktorovna
Candidate of Technical Sciences
Email: lilja-74@inbox.ru

Southwest State University

Kursk, Russian Federation

Shulga Leonid Vasilievich
Doctor of Technical Sciences, Professor

Southwest State University

Kursk, Russian Federation

Keywords: mathematical model, genital herpes, genital herpes, fuzzy logic of decision - making, laboratory indicators

For citation: Mikhail M.I., Pis'mennaya Y.V., Olisova O.Y., Starodubtseva L.V., Shulga L.V. A MATHEMATICAL MODEL OF THE ASSESSMENT OF THE SEVERITY OF GENITAL HERPES ON THE BASIS OF FUZZY LOGIC. Modeling, Optimization and Information Technology. 2019;7(1). URL: https://moit.vivt.ru/wp-content/uploads/2019/01/LukashovSoavtori_1_19_1.pdf DOI: 10.26102/2310-6018/2019.24.1.009 (In Russ).

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Published 31.03.2019