In the present document the multiscale entropy (MSE) methodology has been applied to analyze the complex behavior of the heart rate variability (HRV), in patients with aortic stenosis (AS). A set of healthy voluntaries have been used as a control group. MSE analysis calculates an entropy rate over different time scales to assess the complexity of time series, evaluating short-term and long-term correlations. Daytime and nighttime have been considered to study variations of the complexity inside the same group of population. A statistical analysis showed that entropy was significantly higher in healthy subjects than in AS subjects in all the scales during daytime, with exception at scale 1. During nighttime, entropy in healthy subjects was significantly higher than in AS subjects only in scales from 1 to 7. Multiscale entropy is helpful to characterize AS patients and distinguish them from healthy subjects.

Multiscale sample entropy in heart rate variability of aortic stenosis patients / J.F. Valencia, A. Porta, M. Vallverdù, F. Clarià, R. Baranowski, E. Orlowska Baranowska, P. Caminal (IEEE ENGINEERING IN MEDICINE AND BIOLOGY ... ANNUAL CONFERENCE PROCEEDINGS). - In: Proceedings of the 30th Annual International Conference of the IEEE EMBS[s.l] : null, 2008. - ISBN 978-1-4244-1814-5. - pp. 2000-2003 (( Intervento presentato al 30. convegno Annual International Conference of the IEEE EMBS tenutosi a Vancouver, Canada nel 2008 [10.1109/IEMBS.2008.4649582].

Multiscale sample entropy in heart rate variability of aortic stenosis patients

A. Porta
Secondo
;
2008

Abstract

In the present document the multiscale entropy (MSE) methodology has been applied to analyze the complex behavior of the heart rate variability (HRV), in patients with aortic stenosis (AS). A set of healthy voluntaries have been used as a control group. MSE analysis calculates an entropy rate over different time scales to assess the complexity of time series, evaluating short-term and long-term correlations. Daytime and nighttime have been considered to study variations of the complexity inside the same group of population. A statistical analysis showed that entropy was significantly higher in healthy subjects than in AS subjects in all the scales during daytime, with exception at scale 1. During nighttime, entropy in healthy subjects was significantly higher than in AS subjects only in scales from 1 to 7. Multiscale entropy is helpful to characterize AS patients and distinguish them from healthy subjects.
English
Settore ING-INF/06 - Bioingegneria Elettronica e Informatica
Intervento a convegno
Esperti anonimi
Pubblicazione scientifica
Proceedings of the 30th Annual International Conference of the IEEE EMBS
null
2008
2000
2003
4
978-1-4244-1814-5
Volume a diffusione internazionale
Annual International Conference of the IEEE EMBS
Vancouver, Canada
2008
30
Convegno internazionale
Intervento inviato
Aderisco
J.F. Valencia, A. Porta, M. Vallverdù, F. Clarià, R. Baranowski, E. Orlowska Baranowska, P. Caminal
Book Part (author)
reserved
273
Multiscale sample entropy in heart rate variability of aortic stenosis patients / J.F. Valencia, A. Porta, M. Vallverdù, F. Clarià, R. Baranowski, E. Orlowska Baranowska, P. Caminal (IEEE ENGINEERING IN MEDICINE AND BIOLOGY ... ANNUAL CONFERENCE PROCEEDINGS). - In: Proceedings of the 30th Annual International Conference of the IEEE EMBS[s.l] : null, 2008. - ISBN 978-1-4244-1814-5. - pp. 2000-2003 (( Intervento presentato al 30. convegno Annual International Conference of the IEEE EMBS tenutosi a Vancouver, Canada nel 2008 [10.1109/IEMBS.2008.4649582].
info:eu-repo/semantics/bookPart
7
Prodotti della ricerca::03 - Contributo in volume
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/60549
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