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Cardiopulmonary Coupling Analysis Using Home Sleep Monitoring System Based on Air Mattress

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Journal J Med Syst
Date 2017 Sep 28
PMID 28952010
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Abstract

This study investigates the feasibility of cardiopulmonary coupling (CPC) using home sleep monitoring system. We have designed a system to measure respiratory signals and normal-to-normal (NN) interval series in a non-contact based on air mattress. Then, CPC analysis was conducted using extracted respiratory signals and NN interval series, and six CPC parameters were extracted (VLFC, LFC, HFC, e-LFC, e-LFC and e-LFC). To evaluate the proposed method, two statistical analyses were conducted between the CPC parameters extracted by the electrocardiogram-based conventional method and the air mattress-based proposed method for five patients with obstructive sleep apnea and hypopnea (OSAH). Wilcoxon's signed rank test on the CPC parameters of the two methods indicated no significant differences (p > 0.05) and Spearman's rank correlation analysis showed high positive correlations (r ≥ 0.7, p < 0.05) between the two methods. Therefore, the proposed method has the potential for performing CPC analysis using air mattress-based system.

References
1.
Watanabe T, Watanabe K . Noncontact method for sleep stage estimation. IEEE Trans Biomed Eng. 2004; 51(10):1735-48. DOI: 10.1109/TBME.2004.828037. View

2.
Thomas R, Mietus J, Peng C, Gilmartin G, Daly R, Goldberger A . Differentiating obstructive from central and complex sleep apnea using an automated electrocardiogram-based method. Sleep. 2008; 30(12):1756-69. PMC: 2276128. DOI: 10.1093/sleep/30.12.1756. View

3.
Fonseca P, Long X, Radha M, Haakma R, Aarts R, Rolink J . Sleep stage classification with ECG and respiratory effort. Physiol Meas. 2015; 36(10):2027-40. DOI: 10.1088/0967-3334/36/10/2027. View

4.
Shin J, Chee Y, Jeong D, Park K . Nonconstrained sleep monitoring system and algorithms using air-mattress with balancing tube method. IEEE Trans Inf Technol Biomed. 2009; 14(1):147-56. DOI: 10.1109/TITB.2009.2034011. View

5.
Lim E, Lee H, Myoung H, Lee K . Development of a noncontact heart rate monitoring system for sedentary behavior based on an accelerometer attached to a chair. Physiol Meas. 2015; 36(3):N61-70. DOI: 10.1088/0967-3334/36/3/N61. View