Comparison of speed and accuracy of ractal methods of determined chaos applied to recognition of sleep phases

The article presents the results of use of various fractal methods and their author modifications applied to the automated recognition of sleep phases by computer electroencephalograms. The results of the application of the Grassberger-Procaccia method, Hurst rescaled range method, the author's...

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Autores principales:	O. I. Antipov, A. V. Zakharov, V. A. Neganov
Formato:	article
Lenguaje:	RU
Publicado:	Scientific Сentre for Family Health and Human Reproduction Problems 2013
Materias:	somnology polysomnography electroencephalography fractals chaos synergetics hypnogram Science Q
Acceso en línea:	https://doaj.org/article/679e4cd0309048bcab91da7f24699e74
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spelling	oai:doaj.org-article:679e4cd0309048bcab91da7f24699e742021-11-23T06:14:26ZComparison of speed and accuracy of ractal methods of determined chaos applied to recognition of sleep phases2541-94202587-9596https://doaj.org/article/679e4cd0309048bcab91da7f24699e742013-04-01T00:00:00Zhttps://www.actabiomedica.ru/jour/article/view/1517https://doaj.org/toc/2541-9420https://doaj.org/toc/2587-9596The article presents the results of use of various fractal methods and their author modifications applied to the automated recognition of sleep phases by computer electroencephalograms. The results of the application of the Grassberger-Procaccia method, Hurst rescaled range method, the author's modification of the method of false nearest neighbors and. the method of approximating entropy for recognition of sleep phases at polysomnography are presented in the work and. compared by relative rate and. accuracy. Brief description of peculiarities of used fractal methods is given in the article. It was showed that use of fractal methods of determinate chaos in synergic approach allows to realize differentiation of sleep stages with relatively high accuracy at significantly reduced time limits with use of only one canal of encephalogram. Reliability of obtained results was estimated. by comparison with the results obtained by certified neurophysiological specialistsO. I. AntipovA. V. ZakharovV. A. NeganovScientific Сentre for Family Health and Human Reproduction ProblemsarticlesomnologypolysomnographyelectroencephalographyfractalschaossynergeticshypnogramScienceQRUActa Biomedica Scientifica, Vol 0, Iss 2(1), Pp 9-14 (2013)
institution	DOAJ
collection	DOAJ
language	RU
topic	somnology polysomnography electroencephalography fractals chaos synergetics hypnogram Science Q
spellingShingle	somnology polysomnography electroencephalography fractals chaos synergetics hypnogram Science Q O. I. Antipov A. V. Zakharov V. A. Neganov Comparison of speed and accuracy of ractal methods of determined chaos applied to recognition of sleep phases
description	The article presents the results of use of various fractal methods and their author modifications applied to the automated recognition of sleep phases by computer electroencephalograms. The results of the application of the Grassberger-Procaccia method, Hurst rescaled range method, the author's modification of the method of false nearest neighbors and. the method of approximating entropy for recognition of sleep phases at polysomnography are presented in the work and. compared by relative rate and. accuracy. Brief description of peculiarities of used fractal methods is given in the article. It was showed that use of fractal methods of determinate chaos in synergic approach allows to realize differentiation of sleep stages with relatively high accuracy at significantly reduced time limits with use of only one canal of encephalogram. Reliability of obtained results was estimated. by comparison with the results obtained by certified neurophysiological specialists
format	article
author	O. I. Antipov A. V. Zakharov V. A. Neganov
author_facet	O. I. Antipov A. V. Zakharov V. A. Neganov
author_sort	O. I. Antipov
title	Comparison of speed and accuracy of ractal methods of determined chaos applied to recognition of sleep phases
title_short	Comparison of speed and accuracy of ractal methods of determined chaos applied to recognition of sleep phases
title_full	Comparison of speed and accuracy of ractal methods of determined chaos applied to recognition of sleep phases
title_fullStr	Comparison of speed and accuracy of ractal methods of determined chaos applied to recognition of sleep phases
title_full_unstemmed	Comparison of speed and accuracy of ractal methods of determined chaos applied to recognition of sleep phases
title_sort	comparison of speed and accuracy of ractal methods of determined chaos applied to recognition of sleep phases
publisher	Scientific Сentre for Family Health and Human Reproduction Problems
publishDate	2013
url	https://doaj.org/article/679e4cd0309048bcab91da7f24699e74
work_keys_str_mv	AT oiantipov comparisonofspeedandaccuracyofractalmethodsofdeterminedchaosappliedtorecognitionofsleepphases AT avzakharov comparisonofspeedandaccuracyofractalmethodsofdeterminedchaosappliedtorecognitionofsleepphases AT vaneganov comparisonofspeedandaccuracyofractalmethodsofdeterminedchaosappliedtorecognitionofsleepphases
_version_	1718417198200913920

Comparison of speed and accuracy of ractal methods of determined chaos applied to recognition of sleep phases

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