Linguistic analysis of the human heartbeat using frequency and rank order statistics

Albert C.C. Yang, Shu Shya Hseu, Huey Wen Yien, Ary L. Goldberger, C. K. Peng

研究成果: Article同行評審

167 引文 斯高帕斯(Scopus)

摘要

Complex physiologic signals may carry unique dynamical signatures that are related to their underlying mechanisms. We present a method based on rank order statistics of symbolic sequences to investigate the profile of different types of physiologic dynamics. We apply this method to heart rate fluctuations, the output of a central physiologic control system. The method robustly discriminates patterns generated from healthy and pathologic states, as well as aging. Furthermore, we observe increased randomness in the heartbeat time series with physiologic aging and pathologic states and also uncover nonrandom patterns in the ventricular response to atrial fibrillation.

原文English
頁(從 - 到)108103
頁數1
期刊Physical Review Letters
90
發行號10
出版狀態Published - 14 3月 2003

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