ОСОБЕННОСТИ ПРИМЕНЕНИЯ МЕТОДОВ ИНТЕЛЛЕКТУАЛЬНОГО АНАЛИЗА ДАННЫХ И МНОГОУРОВНЕВОГО МОНИТОРИНГА ПРИ РЕШЕНИИ ЗАДАЧИ РАЦИОНАЛИЗАЦИИ МЕДИЦИНСКОЙ ПОМОЩИ
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Научный журнал Моделирование, оптимизация и информационные технологииThe scientific journal Modeling, Optimization and Information Technology
Online media
issn 2310-6018

APPLYING DATA MINING TECHNIQUES AND MULTILEVEL MONITORING TO SOLVING A PROBLEM OF MEDICAL AID RATIONALIZATION

Choporov O.N.,  Bolgov S.V.,  Manakin I.I. 

UDC 681.3
DOI:

  • Abstract
  • List of references
  • About authors

The question of using methods of the data intellectual analysis is considered through studies of medical systems of various levels. The authors formulate the problems arising while solving a question of medical aid rationalization. The role of multilevel monitoring while solving application tasks is defined and the review of recommended methods of prediction and classification models construction is presented. The necessity of using procedures of preliminary processing of the information is proved.

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Choporov Oleg Nikolaevich
Doctor of Technical Sciences, Professor
Email: choporov_oleg@mail.ru

Voronezh Institute of High Technologies

Voronezh, Russian Federation

Bolgov Sergey Vyacheslavovich
Candidate of Medical Sciences, Associate Professor

Oryol State University

Orel, Russian Federation

Manakin Ivan igorvich Igorevich

Voronezh State Medical Academy of N.N.Burdenko

Voronezh, Russian Federation

Keywords: data intellectual analysis, multilevel monitoring, cluster analysis, disease forecasting

For citation: Choporov O.N., Bolgov S.V., Manakin I.I. APPLYING DATA MINING TECHNIQUES AND MULTILEVEL MONITORING TO SOLVING A PROBLEM OF MEDICAL AID RATIONALIZATION. Modeling, Optimization and Information Technology. 2015;3(1). URL: https://moit.vivt.ru/wp-content/uploads/2015/04/ChoporovBolgovManakin%20_1_15_1.pdf DOI: (In Russ).

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Published 31.03.2015