Synchronisation analysis of heart period variability signal based on corrected conditional entropy

A. Porta, G. Baselli, S. Guzzetti, R. Magatelli, N. Montano, C. Cogliati, A. Malliani, S. Cerutti
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引用次数: 4

Abstract

Regularity and synchronisation between different rhythms mainly at low (LF) and high frequency (HF) is evaluated in heart rate variability through conditional entropy (CE). CE quantifies the degree of information left after regular patterns have been removed. In short (about 300 points) data sequences CE is evaluated with a correction which considers as random the patterns that appear only one time and would otherwise be considered as regular. The minimum of the corrected CE (CCE) with increasing pattern length is chosen as the most reliable CE estimate. Beat-to-beat heart period series were analysed in 8 normal subjects at rest (R), head up tilt (T) and controlled respiration (CR). A significant decrease in CCE was found in T (0.9/spl plusmn/0.052) compared to R (1.01/spl plusmn/0.037); during CR, CCE displayed a slight and not significant increase (1.07/spl plusmn/0.055). The enhanced LF activity present in T seems to have a greater regularising power than the periodical input provided by CR at HF.
基于修正条件熵的心期变异性信号同步分析
通过条件熵(CE)在心率变异性中评估主要在低(LF)和高频(HF)的不同节律之间的规律性和同步性。CE量化了删除规则模式后留下的信息的程度。简而言之(大约300个点)数据序列CE是用一种校正来评估的,这种校正认为只出现一次的模式是随机的,否则会被认为是规则的。选择随模式长度增加而修正的最小值作为最可靠的CE估计值。分析8例正常受试者在静息(R)、头向上倾斜(T)和呼吸控制(CR)时的心跳周期序列。与R (1.01/spl plusmn/0.037)相比,T (0.9/spl plusmn/0.052)的CCE显著降低;在CR期间,CCE略有升高,但不显著(1.07/spl + usmn/0.055)。T中存在的增强的LF活性似乎比CR在HF处提供的周期性输入具有更大的规律性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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