Title :
Detection of circaseptan rhythm and the “Monday effect” from long-term pulse rate dynamics
Author :
Chen, Ying ; Chen, Wenxi
Author_Institution :
Univ. of Aizu, Fukushima, Japan
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
This study proposes a methodology to detect circaseptan (CS) rhythm in pulse rate (PR) data and to investigate the “Monday effect” in CS rhythm. Daily PR was collected from a middle-aged healthy working woman over one year. PR, SDNN index and sample entropy (SampEn) were chosen as the indexes of PR dynamics. In order to avoid interference from other biorhythms, ensemble empirical mode decomposition (EEMD) method was used to decompose the original PR series into multiple components. And the single cosinor method was applied to fit the detrended component signal. An optimal 7-day period was found in all indexes (P = 0.0103, P = 0.0133, P = 0.0122 for PR, SDNN index and SampEn, separately) that demonstrated an underlying CS rhythm. In the following study, a statistical Monday decrease in PR dynamics was observed especially significant in the detrended signal. The results suggested a direct relationship between the “Monday effect” and the CS variation, and also indicated a cardiac susceptibility to the social activities. The findings in CS periodicity and the “Monday effect” may help understand the human´s biorhythm, provide evidence for preventive and optimized timing treatment, and also serve to daily health management.
Keywords :
blood pressure measurement; cardiology; entropy; least squares approximations; medical signal processing; patient care; patient treatment; sleep; Monday effect; PR series decomposition; SDNN index; biorhythms; cardiac susceptibility; circaseptan rhythm; cosinor method; daily health management; ensemble empirical mode decomposition; long-term pulse rate dynamics; optimized timing treatment; preventive treatment; sample entropy; signal detrending; time 7 day; Entropy; Heart rate variability; Indexes; Rhythm; Stress; Time series analysis; Adult; Circadian Rhythm; Female; Humans; Pulse;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6090646