Markov chain for heart failure diagnostic decision model with irregular Thoracic Fluid Content measurements

Markov chain for heart failure diagnostic decision model with irregular Thoracic Fluid Content measurements

Properties of results obtained on Markov processes analysis in medical applications have been illustrated. Calculation was done for measurement of Thoracic Fluid Content by means of impedance cardiograph for chosen medical patients population. Main medical aspect of Markov chain calculation has been...

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Bibliographic Details
Main Authors: Moszczyński Paweł, Walczak Andrzej
Format: Article
Language:English
Published: EDP Sciences 2018-01-01
Series:MATEC Web of Conferences
Online Access:https://doi.org/10.1051/matecconf/201821004028
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spelling doaj-7c4d5c3b0898474cb26e548657b09fb22021-03-02T07:36:15ZengEDP SciencesMATEC Web of Conferences2261-236X2018-01-012100402810.1051/matecconf/201821004028matecconf_cscc2018_04028Markov chain for heart failure diagnostic decision model with irregular Thoracic Fluid Content measurementsMoszczyński PawełWalczak AndrzejProperties of results obtained on Markov processes analysis in medical applications have been illustrated. Calculation was done for measurement of Thoracic Fluid Content by means of impedance cardiograph for chosen medical patients population. Main medical aspect of Markov chain calculation has been underlined to exhibit some constraints in decision making with such math models. Markov chain analysis was done as optimization task. Effective algorithm for irregular data in continuous time has been proposed.https://doi.org/10.1051/matecconf/201821004028
collection DOAJ
language English
format Article
sources DOAJ
author Moszczyński Paweł
Walczak Andrzej
spellingShingle Moszczyński Paweł
Walczak Andrzej
Markov chain for heart failure diagnostic decision model with irregular Thoracic Fluid Content measurements
MATEC Web of Conferences
author_facet Moszczyński Paweł
Walczak Andrzej
author_sort Moszczyński Paweł
title Markov chain for heart failure diagnostic decision model with irregular Thoracic Fluid Content measurements
title_short Markov chain for heart failure diagnostic decision model with irregular Thoracic Fluid Content measurements
title_full Markov chain for heart failure diagnostic decision model with irregular Thoracic Fluid Content measurements
title_fullStr Markov chain for heart failure diagnostic decision model with irregular Thoracic Fluid Content measurements
title_full_unstemmed Markov chain for heart failure diagnostic decision model with irregular Thoracic Fluid Content measurements
title_sort markov chain for heart failure diagnostic decision model with irregular thoracic fluid content measurements
publisher EDP Sciences
series MATEC Web of Conferences
issn 2261-236X
publishDate 2018-01-01
description Properties of results obtained on Markov processes analysis in medical applications have been illustrated. Calculation was done for measurement of Thoracic Fluid Content by means of impedance cardiograph for chosen medical patients population. Main medical aspect of Markov chain calculation has been underlined to exhibit some constraints in decision making with such math models. Markov chain analysis was done as optimization task. Effective algorithm for irregular data in continuous time has been proposed.
url https://doi.org/10.1051/matecconf/201821004028
work_keys_str_mv AT moszczynskipaweł markovchainforheartfailurediagnosticdecisionmodelwithirregularthoracicfluidcontentmeasurements
AT walczakandrzej markovchainforheartfailurediagnosticdecisionmodelwithirregularthoracicfluidcontentmeasurements
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