An application of principal dynamic modes for HRV signals spectrum decomposition related to the patients after ischemic brain stroke

Ewaryst J. Tkacz; Pawel Kostka; Dariusz Komorowski; Artur Gintrowski

doi:10.1109/ITAB.2008.4570635

An application of principal dynamic modes for HRV signals spectrum decomposition related to the patients after ischemic brain stroke

Ewaryst J. Tkacz
, Pawel Kostka
, Dariusz Komorowski
, Artur Gintrowski

Katedra Informatyki Medycznej i Sztucznej Inteligencji (RIB/RIB1)

IEEE
Silesian University of Technology

Wyniki badań: Rozdział w książce/raport/materiał konferencyjny › Wkład w konferencję › recenzja

Abstrakt

The analysis of HRV spectrum, where parasympathetic (PNS) and sympathetic (SNS) nervous systems present their influence suffers from the insufficiency of precise methodology as both mentioned influences have totally nonlinear behavior. Therefore a new approach has recently been proposed, which expands nonlinear system's dynamics into modal components in the system inputs. The most significant system modes may be extracted from such decomposition. This is extremely important to elaborate first and apply a method for separate analysis of both main factors modulating heart rhythm. Linear Altering is not sufficient as mentioned influence appear at the same time and overlaps. Principal Dynamic Modes has been utilized to analyze nonlinear biological systems and can be interpreted as a means to approximate nonlinear systems as linear combination of the Wiener systems.

Język oryginału	angielski
Tytuł publikacji goszczącej	5th Int. Conference on Information Technology and Applications in Biomedicine, ITAB 2008 in conjunction with 2nd Int. Symposium and Summer School on Biomedical and Health Engineering, IS3BHE 2008
Strony	412-414
Liczba stron	3
Identyfikatory DOI	https://doi.org/10.1109/ITAB.2008.4570635
Status publikacji	Opublikowano - 2008
Wydarzenie	5th International Conference on Information Technology and Applications in Biomedicine, ITAB 2008 in conjunction with 2nd International Symposium and Summer School on Biomedical and Health Engineering, IS3BHE 2008 - Shenzhen, Chiny Czas trwania: 30 maj 2008 → 31 maj 2008

Seria publikacji

Nazwa	5th Int. Conference on Information Technology and Applications in Biomedicine, ITAB 2008 in conjunction with 2nd Int. Symposium and Summer School on Biomedical and Health Engineering, IS3BHE 2008

Konferencja

Konferencja	5th International Conference on Information Technology and Applications in Biomedicine, ITAB 2008 in conjunction with 2nd International Symposium and Summer School on Biomedical and Health Engineering, IS3BHE 2008
Kraj/Terytorium	Chiny
Miejscowość	Shenzhen
Okres	30/05/08 → 31/05/08

Cele SDG ONZ

Ten wynik przyczynia się do realizacji następujących celów zrównoważonego rozwoju

Cel 3 Dobre zdrowie i dobre samopoczucie

Obszary tematyczne ASJC Scopus

Informatyka ogólna
Inżynieria biomedyczna
Informatyka medyczna

Uzyskaj dostęp do dokumentu

10.1109/ITAB.2008.4570635

Inne pliki i linki

Link do publikacji w Scopus

Cytowanie

Tkacz, E. J., Kostka, P., Komorowski, D., & Gintrowski, A. (2008). An application of principal dynamic modes for HRV signals spectrum decomposition related to the patients after ischemic brain stroke. W 5th Int. Conference on Information Technology and Applications in Biomedicine, ITAB 2008 in conjunction with 2nd Int. Symposium and Summer School on Biomedical and Health Engineering, IS3BHE 2008 (str. 412-414). Artykułu 4570635 (5th Int. Conference on Information Technology and Applications in Biomedicine, ITAB 2008 in conjunction with 2nd Int. Symposium and Summer School on Biomedical and Health Engineering, IS3BHE 2008). https://doi.org/10.1109/ITAB.2008.4570635

Tkacz, Ewaryst J. ; Kostka, Pawel ; Komorowski, Dariusz i in. / An application of principal dynamic modes for HRV signals spectrum decomposition related to the patients after ischemic brain stroke. 5th Int. Conference on Information Technology and Applications in Biomedicine, ITAB 2008 in conjunction with 2nd Int. Symposium and Summer School on Biomedical and Health Engineering, IS3BHE 2008. 2008. str. 412-414 (5th Int. Conference on Information Technology and Applications in Biomedicine, ITAB 2008 in conjunction with 2nd Int. Symposium and Summer School on Biomedical and Health Engineering, IS3BHE 2008).

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title = "An application of principal dynamic modes for HRV signals spectrum decomposition related to the patients after ischemic brain stroke",

abstract = "The analysis of HRV spectrum, where parasympathetic (PNS) and sympathetic (SNS) nervous systems present their influence suffers from the insufficiency of precise methodology as both mentioned influences have totally nonlinear behavior. Therefore a new approach has recently been proposed, which expands nonlinear system's dynamics into modal components in the system inputs. The most significant system modes may be extracted from such decomposition. This is extremely important to elaborate first and apply a method for separate analysis of both main factors modulating heart rhythm. Linear Altering is not sufficient as mentioned influence appear at the same time and overlaps. Principal Dynamic Modes has been utilized to analyze nonlinear biological systems and can be interpreted as a means to approximate nonlinear systems as linear combination of the Wiener systems.",

author = "Tkacz, \{Ewaryst J.\} and Pawel Kostka and Dariusz Komorowski and Artur Gintrowski",

year = "2008",

doi = "10.1109/ITAB.2008.4570635",

language = "English",

isbn = "9781424422555",

series = "5th Int. Conference on Information Technology and Applications in Biomedicine, ITAB 2008 in conjunction with 2nd Int. Symposium and Summer School on Biomedical and Health Engineering, IS3BHE 2008",

pages = "412--414",

booktitle = "5th Int. Conference on Information Technology and Applications in Biomedicine, ITAB 2008 in conjunction with 2nd Int. Symposium and Summer School on Biomedical and Health Engineering, IS3BHE 2008",

note = "5th International Conference on Information Technology and Applications in Biomedicine, ITAB 2008 in conjunction with 2nd International Symposium and Summer School on Biomedical and Health Engineering, IS3BHE 2008 ; Conference date: 30-05-2008 Through 31-05-2008",

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Tkacz, EJ, Kostka, P , Komorowski, D & Gintrowski, A 2008, An application of principal dynamic modes for HRV signals spectrum decomposition related to the patients after ischemic brain stroke. w 5th Int. Conference on Information Technology and Applications in Biomedicine, ITAB 2008 in conjunction with 2nd Int. Symposium and Summer School on Biomedical and Health Engineering, IS3BHE 2008., 4570635, 5th Int. Conference on Information Technology and Applications in Biomedicine, ITAB 2008 in conjunction with 2nd Int. Symposium and Summer School on Biomedical and Health Engineering, IS3BHE 2008, str. 412-414, 5th International Conference on Information Technology and Applications in Biomedicine, ITAB 2008 in conjunction with 2nd International Symposium and Summer School on Biomedical and Health Engineering, IS3BHE 2008, Shenzhen, Chiny, 30/05/08. https://doi.org/10.1109/ITAB.2008.4570635

An application of principal dynamic modes for HRV signals spectrum decomposition related to the patients after ischemic brain stroke. / Tkacz, Ewaryst J.; Kostka, Pawel ; Komorowski, Dariusz i in.
5th Int. Conference on Information Technology and Applications in Biomedicine, ITAB 2008 in conjunction with 2nd Int. Symposium and Summer School on Biomedical and Health Engineering, IS3BHE 2008. 2008. str. 412-414 4570635 (5th Int. Conference on Information Technology and Applications in Biomedicine, ITAB 2008 in conjunction with 2nd Int. Symposium and Summer School on Biomedical and Health Engineering, IS3BHE 2008).

Wyniki badań: Rozdział w książce/raport/materiał konferencyjny › Wkład w konferencję › recenzja

TY - GEN

T1 - An application of principal dynamic modes for HRV signals spectrum decomposition related to the patients after ischemic brain stroke

AU - Tkacz, Ewaryst J.

AU - Kostka, Pawel

AU - Komorowski, Dariusz

AU - Gintrowski, Artur

PY - 2008

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N2 - The analysis of HRV spectrum, where parasympathetic (PNS) and sympathetic (SNS) nervous systems present their influence suffers from the insufficiency of precise methodology as both mentioned influences have totally nonlinear behavior. Therefore a new approach has recently been proposed, which expands nonlinear system's dynamics into modal components in the system inputs. The most significant system modes may be extracted from such decomposition. This is extremely important to elaborate first and apply a method for separate analysis of both main factors modulating heart rhythm. Linear Altering is not sufficient as mentioned influence appear at the same time and overlaps. Principal Dynamic Modes has been utilized to analyze nonlinear biological systems and can be interpreted as a means to approximate nonlinear systems as linear combination of the Wiener systems.

AB - The analysis of HRV spectrum, where parasympathetic (PNS) and sympathetic (SNS) nervous systems present their influence suffers from the insufficiency of precise methodology as both mentioned influences have totally nonlinear behavior. Therefore a new approach has recently been proposed, which expands nonlinear system's dynamics into modal components in the system inputs. The most significant system modes may be extracted from such decomposition. This is extremely important to elaborate first and apply a method for separate analysis of both main factors modulating heart rhythm. Linear Altering is not sufficient as mentioned influence appear at the same time and overlaps. Principal Dynamic Modes has been utilized to analyze nonlinear biological systems and can be interpreted as a means to approximate nonlinear systems as linear combination of the Wiener systems.

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T2 - 5th International Conference on Information Technology and Applications in Biomedicine, ITAB 2008 in conjunction with 2nd International Symposium and Summer School on Biomedical and Health Engineering, IS3BHE 2008

Y2 - 30 May 2008 through 31 May 2008

ER -

Tkacz EJ, Kostka P , Komorowski D, Gintrowski A. An application of principal dynamic modes for HRV signals spectrum decomposition related to the patients after ischemic brain stroke. W 5th Int. Conference on Information Technology and Applications in Biomedicine, ITAB 2008 in conjunction with 2nd Int. Symposium and Summer School on Biomedical and Health Engineering, IS3BHE 2008. 2008. str. 412-414. 4570635. (5th Int. Conference on Information Technology and Applications in Biomedicine, ITAB 2008 in conjunction with 2nd Int. Symposium and Summer School on Biomedical and Health Engineering, IS3BHE 2008). doi: 10.1109/ITAB.2008.4570635

An application of principal dynamic modes for HRV signals spectrum decomposition related to the patients after ischemic brain stroke

Abstrakt

Seria publikacji

Konferencja

Cele SDG ONZ

Obszary tematyczne ASJC Scopus

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