Literature DB >> 24435320

Frequency range extension of spectral analysis of pulse rate variability based on Hilbert-Huang transform.

Chia-Chi Chang1, Tzu-Chien Hsiao, Hung-Yi Hsu.   

Abstract

Heart rate variability (HRV) is a well-accepted indicator for neural regulatory mechanisms in cardiovascular circulation. Its spectrum analysis provides the powerful means of observing the modulation between sympathetic and parasympathetic nervous system. The timescale of HRV is limited by discrete beat-to-beat time intervals; therefore, the exploration region of frequency band of HRV spectrum is relatively narrow. It had been proved that pulse rate variability (PRV) is a surrogate measurement of HRV in most of the circumstances. Moreover, arterial pulse wave contains small oscillations resulting from complex regulation of cardiac pumping function and vascular tone at higher frequency range. This study proposed a novel instantaneous PRV (iPRV) measurement based on Hilbert-Huang transform. Fifteen healthy subjects participated in this study and received continuous blood pressure wave recording in supine and passive head-up tilt. The result showed that the very-high-frequency band (0.4-0.9 Hz) varied during head-up tilt and had strong correlation (r = 0.77) with high-frequency band and medium correlation (r = 0.643) with baroreflex sensitivity. The very-high-frequency band of iPRV helps for the exploration of non-stationary autoregulation and provides the non-stationary spectral evaluation of HRV without distortion or information loss.

Mesh:

Year:  2014        PMID: 24435320     DOI: 10.1007/s11517-013-1135-5

Source DB:  PubMed          Journal:  Med Biol Eng Comput        ISSN: 0140-0118            Impact factor:   2.602


  17 in total

1.  Arterial stiffness using radial arterial waveforms measured at the wrist as an indicator of diabetic control in the elderly.

Authors:  Hsien-Tsai Wu; Chun-Ho Lee; An-Bang Liu; Wei-Sheng Chung; Chieh-Ju Tang; Cheuk-Kwan Sun; Hon-Kan Yip
Journal:  IEEE Trans Biomed Eng       Date:  2010-10-04       Impact factor: 4.538

Review 2.  Heart rate variability: a review.

Authors:  U Rajendra Acharya; K Paul Joseph; N Kannathal; Choo Min Lim; Jasjit S Suri
Journal:  Med Biol Eng Comput       Date:  2006-11-17       Impact factor: 2.602

Review 3.  Baroreflex sensitivity: measurement and clinical implications.

Authors:  Maria Teresa La Rovere; Gian Domenico Pinna; Grzegorz Raczak
Journal:  Ann Noninvasive Electrocardiol       Date:  2008-04       Impact factor: 1.468

4.  Hilbert-Huang transform for analysis of heart rate variability in cardiac health.

Authors:  Helong Li; Sam Kwong; Lihua Yang; Daren Huang; Dongping Xiao
Journal:  IEEE/ACM Trans Comput Biol Bioinform       Date:  2011 Nov-Dec       Impact factor: 3.710

Review 5.  Heart rate variability: origins, methods, and interpretive caveats.

Authors:  G G Berntson; J T Bigger; D L Eckberg; P Grossman; P G Kaufmann; M Malik; H N Nagaraja; S W Porges; J P Saul; P H Stone; M W van der Molen
Journal:  Psychophysiology       Date:  1997-11       Impact factor: 4.016

6.  Power spectrum analysis of heart rate fluctuation: a quantitative probe of beat-to-beat cardiovascular control.

Authors:  S Akselrod; D Gordon; F A Ubel; D C Shannon; A C Berger; R J Cohen
Journal:  Science       Date:  1981-07-10       Impact factor: 47.728

7.  Heart rate variability: standards of measurement, physiological interpretation and clinical use. Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology.

Authors: 
Journal:  Circulation       Date:  1996-03-01       Impact factor: 29.690

8.  Spontaneous baroreflex by sequence and power spectral methods in humans.

Authors:  R L Hughson; L Quintin; G Annat; Y Yamamoto; C Gharib
Journal:  Clin Physiol       Date:  1993-11

9.  Multimodal Pressure Flow Analysis: Application of Hilbert Huang Transform in Cerebral Blood Flow Regulation.

Authors:  Men-Tzung Lo; Kun Hu; Yanhui Liu; C-K Peng; Vera Novak
Journal:  EURASIP J Adv Signal Process       Date:  2008

10.  Coronary artery disease diagnosis based on exercise electrocardiogram indexes from repolarisation, depolarisation and heart rate variability.

Authors:  R Bailón; J Mateo; S Olmos; P Serrano; J García; A del Río; I J Ferreira; P Laguna
Journal:  Med Biol Eng Comput       Date:  2003-09       Impact factor: 3.079

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  6 in total

1.  The interpretation of very high frequency band of instantaneous pulse rate variability during paced respiration.

Authors:  Chia-Chi Chang; Hung-Yi Hsu; Tzu-Chien Hsiao
Journal:  Biomed Eng Online       Date:  2014-04-21       Impact factor: 2.819

2.  Instantaneous phase difference analysis between thoracic and abdominal movement signals based on complementary ensemble empirical mode decomposition.

Authors:  Ya-Chen Chen; Tzu-Chien Hsiao
Journal:  Biomed Eng Online       Date:  2016-10-06       Impact factor: 2.819

3.  Extended classifier system with continuous real-coded variables for feature extraction of instantaneous pulse-rate variability and respiration of individuals with gaming disorder.

Authors:  Hung-Ming Chi; Tzu-Chien Hsiao
Journal:  Biomed Eng Online       Date:  2021-09-23       Impact factor: 2.819

4.  The Indices of Instantaneous Pulse Rate Variability Are Indicators for Daily Life Quality Assessment in Patients with COPD.

Authors:  Po-Hsun Huang; Yi-Fei Luo; Tzu-Chien Hsiao
Journal:  J Healthc Eng       Date:  2022-02-10       Impact factor: 2.682

5.  Influence of Sliding Time Window Size Selection Based on Heart Rate Variability Signal Analysis on Intelligent Monitoring of Noxious Stimulation under Anesthesia.

Authors:  Qiang Yin; Dai Shen; Qian Ding
Journal:  Neural Plast       Date:  2021-06-05       Impact factor: 3.599

6.  Analysis of Exercise-Induced Periodic Breathing Using an Autoregressive Model and the Hilbert-Huang Transform.

Authors:  Tieh-Cheng Fu; Chaur-Chin Chen; Ching-Mao Chang; Hen-Hong Chang; Hsueh-Ting Chu
Journal:  Comput Math Methods Med       Date:  2018-06-26       Impact factor: 2.238

  6 in total

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