Application of the Permutation Entropy over the Heart Rate Variability for the Improvement of Electrocardiogram-based Sleep Breathing Pause Detection

Application of the Permutation Entropy over the Heart Rate Variability for the Improvement of Electrocardiogram-based Sleep Breathing Pause Detection

In this paper the permutation entropy (PE) obtained from heart rate variability (HRV) is analyzed in a statistical model. In this model we also integrate other feature extraction techniques, the cepstrum coefficients derived from the same HRV and a set of band powers obtained from the electrocardiog...

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Bibliographic Details
Main Authors: Antonio G. Ravelo-García, Juan L. Navarro-Mesa, Ubay Casanova-Blancas, Sofia Martin-Gonzalez, Pedro Quintana-Morales, Iván Guerra-Moreno, José M. Canino-Rodríguez, Eduardo Hernández-Pérez
Format: Article
Language:English
Published: MDPI AG 2015-02-01
Series:Entropy
Subjects:
permutation entropy
sleep apnea
logistic regression
electrocardiogram derived respiratory
cepstrum
Online Access:http://www.mdpi.com/1099-4300/17/3/914

Internet

http://www.mdpi.com/1099-4300/17/3/914

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