Using synchrosqueezing transform to discover breathing dynamics from ECG signals

Applied and Computational Harmonic Analysis

Volumn 36, Issue 2, 2014, Pages 354-359

  Wu, Hau Tieng ^a   Chan, Yi Hsin ^b   Lin, Yu Ting ^c,d   Yeh, Yung Hsin ^b,e  

^a STANFORD UNIVERSITY   (United States)

^b CHANG GUNG MEMORIAL HOSPITAL   (Taiwan)

^c SHIN KONG WU HO SU MEMORIAL HOSPITAL   (Taiwan)

^d NATIONAL TAIWAN UNIVERSITY   (Taiwan)

^e CHANG GUNG UNIVERSITY COLLEGE OF MEDICINE   (Taiwan)

Author keywords

Anesthetic depth; Atrial fibrillation; Breathing dynamics; ECG derived respiration; Synchrosqueezing transform

Indexed keywords

ANESTHETIC-DEPTH; ATRIAL FIBRILLATION; CLINICAL SETTINGS; ECG-DERIVED RESPIRATION; HEART RATES; RESPIRATORY SIGNALS; SYNCHROSQUEEZING; TIME-FREQUENCY REPRESENTATIONS;

ALGORITHMS; ANESTHETICS; DISEASES; DYNAMICS;

ELECTROCARDIOGRAPHY;

EID: 84893000328     PISSN: 10635203     EISSN: 1096603X     Source Type: Journal    
DOI: 10.1016/j.acha.2013.07.003     Document Type: Article

References (12)

1. F. Auger, P. Flandrin, Y.-T. Lin, S. McLaughlin, S. Meignen, T. Oberlin, and H.-T. Wu Recent advances in time-frequency reassignment and synchrosqueezing IEEE Trans. Signal Process. 2013 in press
2. J. Bimer, and J.W. Bellville Arousal reactions during anesthesia in man Anesthesiology 47 1977 449 454 (Pubitemid 8223103)
3. Y.-C. Chen, M.-Y. Cheng, H.-T. Wu, Nonparametric and adaptive modeling of dynamic seasonality and trend with heteroscedastic and dependent errors, J. Roy. Stat. Soc. B (2013), in press.
4. G.D. Clifford, F. Azuaje, and P.E. McSharry Advanced Methods and Tools for ECG Data Analysis 2006 Artech House London
5. I. Daubechies, J. Lu, and H.-T. Wu Synchrosqueezed Wavelet Transforms: an empirical mode decomposition-like tool Appl. Comput. Harmon. Anal. 2010 243 261
6. I. Daubechies, and S. Maes A nonlinear squeezing of the continuous wavelet transform based on auditory nerve models A. Aldroubi, M. Unser, Wavelets in Medicine and Biology 1996 CRC-Press Boca Raton 527 546
7. P. Flandrin Time-Frequency/Time-scale Analysis, Wavelet Analysis and Its Applications 1999 Academic Press Inc.
8. A.E. Guedel Inhalational Anesthesia: A Fundamental Guide 1937 Macmillan New York
9. G.B. Moody, R.G. Mark, A. Zoccola, and S. Mantero Derivation of respiratory signals from multi-lead ECGs Comput. Cardiol. 12 1985 113 116 (Pubitemid 17485676)
10. G. Thakur, E. Brevdo, N.S. Fuckar, and H.-T. Wu The synchrosqueezing algorithm for time-varying spectral analysis: robustness properties and new paleoclimate applications Signal Processing 93 2013 1079 1094
11. H.-T. Wu Instantaneous frequency and wave shape functions (I) Appl. Comput. Harmon. Anal. 35 2013 181 199
12. M. Wysocki, C. Cracco, A. Teixeira, A. Mercat, J. Diehl, Y. Lefort, J. Derenne, and T. Similowski Reduced breathing variability as a predictor of unsuccessful patient separation from mechanical ventilation Crit. Care Med. 34 2006 2076 2083 (Pubitemid 44305608)