Application of the Discriminant Analysis for Diagnostics of the Arterial Hypertension - Analysis of Short-Term Heart Rate Variability Signals

Vladimir Kublanov; Anton Dolganov; Vasilii Borisov

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Paper

Application of the Discriminant Analysis for Diagnostics of the Arterial Hypertension - Analysis of Short-Term Heart Rate Variability Signals

Topics: Intelligent Diagnosis Systems; Monitoring Systems and Techniques

In Proceedings of the 4th International Congress on Neurotechnology, Electronics and Informatics NEUROTECHNIX - Volume 1, 45-52, 2016 , Porto, Portugal

Authors: Vladimir Kublanov ; Anton Dolganov and Vasilii Borisov

Affiliation: Ural Federal University, Russian Federation

Keyword(s): Heart Rate Variability, Discriminant Analysis, Classification, Multifractal Analysis, Arterial Hypertension

Related Ontology Subjects/Areas/Topics: Health Engineering and Technology Applications ; Monitoring Systems and Techniques ; NeuroSensing and Diagnosis ; Neurotechnology, Electronics and Informatics

Abstract: The investigation of the diagnostic possibilities for the arterial hypertension is presented. The 41 features of the statistical, geometric, spectral and nonlinear methods during functional loads were considered for two groups: healthy volunteers and patients suffering from the arterial hypertension of the II-III degree. Application of the linear and quadratic discriminant analysis showed particular features that have high classification efficiency.

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Paper citation in several formats:

Kublanov, V.; Dolganov, A. and Borisov, V. (2016). Application of the Discriminant Analysis for Diagnostics of the Arterial Hypertension - Analysis of Short-Term Heart Rate Variability Signals. In Proceedings of the 4th International Congress on Neurotechnology, Electronics and Informatics - NEUROTECHNIX; ISBN 978-989-758-204-2, SciTePress, pages 45-52. DOI: 10.5220/0006044000450052

@conference{neurotechnix16,
author={Vladimir Kublanov. and Anton Dolganov. and Vasilii Borisov.},
title={Application of the Discriminant Analysis for Diagnostics of the Arterial Hypertension - Analysis of Short-Term Heart Rate Variability Signals},
booktitle={Proceedings of the 4th International Congress on Neurotechnology, Electronics and Informatics - NEUROTECHNIX},
year={2016},
pages={45-52},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006044000450052},
isbn={978-989-758-204-2},
}

TY - CONF

JO - Proceedings of the 4th International Congress on Neurotechnology, Electronics and Informatics - NEUROTECHNIX
TI - Application of the Discriminant Analysis for Diagnostics of the Arterial Hypertension - Analysis of Short-Term Heart Rate Variability Signals
SN - 978-989-758-204-2
AU - Kublanov, V.
AU - Dolganov, A.
AU - Borisov, V.
PY - 2016
SP - 45
EP - 52
DO - 10.5220/0006044000450052
PB - SciTePress