PREDICTION OF LIFE-THREATENING ARRHYTHMIAS IN THE INFORMATION AND MEASUREMENT SYSTEM OF ELECTROCARDIODIAGNOSTICS

Background. Prediction of life-threatening arrhythmias is necessary to analyze the patient's heart condition, anticipate cardiovascular complications (ACC), identify the main problems in the functioning of the patient's heart and assess the risk of ACC. The introduction of medical decisi...

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Autores principales:	A.T. Bekbay, K.A. Ozhikenov, O.N. Bodin, A.A. Tuyakbayev
Formato:	article
Lenguaje:	EN RU
Publicado:	Penza State University Publishing House 2021
Materias:	life-threatening arrhythmias algorithms for detecting life-threatening arrhythmias multi-agent technologies information and measurement system of electrocardiodiagnostics stratification by risk groups of life-threatening arrhythmias Engineering (General). Civil engineering (General) TA1-2040
Acceso en línea:	https://doaj.org/article/a732c2814ebc4363807e82e9c25a6c0f
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spelling	oai:doaj.org-article:a732c2814ebc4363807e82e9c25a6c0f2021-11-24T10:51:41ZPREDICTION OF LIFE-THREATENING ARRHYTHMIAS IN THE INFORMATION AND MEASUREMENT SYSTEM OF ELECTROCARDIODIAGNOSTICS10.21685/2307-5538-2021-3-112307-5538https://doaj.org/article/a732c2814ebc4363807e82e9c25a6c0f2021-11-01T00:00:00Zhttps://doaj.org/toc/2307-5538Background. Prediction of life-threatening arrhythmias is necessary to analyze the patient's heart condition, anticipate cardiovascular complications (ACC), identify the main problems in the functioning of the patient's heart and assess the risk of ACC. The introduction of medical decision support systems as part of the information and measurement system of electrocardiodiagnostics is an urgent task aimed at identifying and analyzing risk factors of and predicting. The purpose of the article is to develop algorithms for detecting life-threatening arrhythmias and to assess the risk of cardiovascular complications. Materials and methods. Algorithms for detecting life-threatening arrhythmias such as atrioventricular block, hemodynamically significant arrhythmia, and the re-entry mechanism are considered. Results and conclusions. It is proposed to use multi-agent technologies for the implementation of the considered algorithms, which make it possible to increase the efficiency of the information and measurement system of electrocardiodiagnostics and optimize the provision of therapeutic and diagnostic medical care from the point of view of individualization. An agent-based approach to the construction of an information and measurement system of electrocardiodiagnostics allows us to functionally distribute the tasks solved by individual intelligent agents (IA), and then integrate the results obtained. A stratification by risk groups of life-threatening arrhythmias has been developed, according to which patients are divided into the following groups: high risk, moderate risk, low risk.A.T. BekbayK.A. OzhikenovO.N. BodinA.A. TuyakbayevPenza State University Publishing Housearticlelife-threatening arrhythmiasalgorithms for detecting life-threatening arrhythmiasmulti-agent technologiesinformation and measurement system of electrocardiodiagnosticsstratification by risk groups of life-threatening arrhythmiasEngineering (General). Civil engineering (General)TA1-2040ENRUИзмерение, мониторинг, управление, контроль, Iss 3 (2021)
institution	DOAJ
collection	DOAJ
language	EN RU
topic	life-threatening arrhythmias algorithms for detecting life-threatening arrhythmias multi-agent technologies information and measurement system of electrocardiodiagnostics stratification by risk groups of life-threatening arrhythmias Engineering (General). Civil engineering (General) TA1-2040
spellingShingle	life-threatening arrhythmias algorithms for detecting life-threatening arrhythmias multi-agent technologies information and measurement system of electrocardiodiagnostics stratification by risk groups of life-threatening arrhythmias Engineering (General). Civil engineering (General) TA1-2040 A.T. Bekbay K.A. Ozhikenov O.N. Bodin A.A. Tuyakbayev PREDICTION OF LIFE-THREATENING ARRHYTHMIAS IN THE INFORMATION AND MEASUREMENT SYSTEM OF ELECTROCARDIODIAGNOSTICS
description	Background. Prediction of life-threatening arrhythmias is necessary to analyze the patient's heart condition, anticipate cardiovascular complications (ACC), identify the main problems in the functioning of the patient's heart and assess the risk of ACC. The introduction of medical decision support systems as part of the information and measurement system of electrocardiodiagnostics is an urgent task aimed at identifying and analyzing risk factors of and predicting. The purpose of the article is to develop algorithms for detecting life-threatening arrhythmias and to assess the risk of cardiovascular complications. Materials and methods. Algorithms for detecting life-threatening arrhythmias such as atrioventricular block, hemodynamically significant arrhythmia, and the re-entry mechanism are considered. Results and conclusions. It is proposed to use multi-agent technologies for the implementation of the considered algorithms, which make it possible to increase the efficiency of the information and measurement system of electrocardiodiagnostics and optimize the provision of therapeutic and diagnostic medical care from the point of view of individualization. An agent-based approach to the construction of an information and measurement system of electrocardiodiagnostics allows us to functionally distribute the tasks solved by individual intelligent agents (IA), and then integrate the results obtained. A stratification by risk groups of life-threatening arrhythmias has been developed, according to which patients are divided into the following groups: high risk, moderate risk, low risk.
format	article
author	A.T. Bekbay K.A. Ozhikenov O.N. Bodin A.A. Tuyakbayev
author_facet	A.T. Bekbay K.A. Ozhikenov O.N. Bodin A.A. Tuyakbayev
author_sort	A.T. Bekbay
title	PREDICTION OF LIFE-THREATENING ARRHYTHMIAS IN THE INFORMATION AND MEASUREMENT SYSTEM OF ELECTROCARDIODIAGNOSTICS
title_short	PREDICTION OF LIFE-THREATENING ARRHYTHMIAS IN THE INFORMATION AND MEASUREMENT SYSTEM OF ELECTROCARDIODIAGNOSTICS
title_full	PREDICTION OF LIFE-THREATENING ARRHYTHMIAS IN THE INFORMATION AND MEASUREMENT SYSTEM OF ELECTROCARDIODIAGNOSTICS
title_fullStr	PREDICTION OF LIFE-THREATENING ARRHYTHMIAS IN THE INFORMATION AND MEASUREMENT SYSTEM OF ELECTROCARDIODIAGNOSTICS
title_full_unstemmed	PREDICTION OF LIFE-THREATENING ARRHYTHMIAS IN THE INFORMATION AND MEASUREMENT SYSTEM OF ELECTROCARDIODIAGNOSTICS
title_sort	prediction of life-threatening arrhythmias in the information and measurement system of electrocardiodiagnostics
publisher	Penza State University Publishing House
publishDate	2021
url	https://doaj.org/article/a732c2814ebc4363807e82e9c25a6c0f
work_keys_str_mv	AT atbekbay predictionoflifethreateningarrhythmiasintheinformationandmeasurementsystemofelectrocardiodiagnostics AT kaozhikenov predictionoflifethreateningarrhythmiasintheinformationandmeasurementsystemofelectrocardiodiagnostics AT onbodin predictionoflifethreateningarrhythmiasintheinformationandmeasurementsystemofelectrocardiodiagnostics AT aatuyakbayev predictionoflifethreateningarrhythmiasintheinformationandmeasurementsystemofelectrocardiodiagnostics
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PREDICTION OF LIFE-THREATENING ARRHYTHMIAS IN THE INFORMATION AND MEASUREMENT SYSTEM OF ELECTROCARDIODIAGNOSTICS

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