Comparative Analysis of Heart Rate Variability Between Healthy and Morbid Group Based on Correlation Dimension

Abstract A method for determination of the Hurst exponent based on Analysis of Variance for processing of medical data sequences is proposed in the paper. It is compared to the “rescaled adjusted range method” developed by Hurst and applied in this paper to heart rate variability data. The obtained results and the performed comparative analysis demonstrate the possibility for effective application of the proposed method in novel medical information systems.

Download Full-text

Heart rate variability analysis using correlation dimension and detrended fluctuation analysis

ITBM-RBM ◽

10.1016/s1297-9562(02)90002-1 ◽

2002 ◽

Vol 23 (6) ◽

pp. 333-339 ◽

Cited By ~ 53

Author(s):

R.U Acharya ◽

C.M Lim ◽

P Joseph

Keyword(s):

Heart Rate ◽

Heart Rate Variability ◽

Detrended Fluctuation Analysis ◽

Correlation Dimension ◽

Heart Rate Variability Analysis ◽

Fluctuation Analysis ◽

Variability Analysis ◽

Detrended Fluctuation

Download Full-text

COMPARATIVE ANALYSIS OF THE PARAMETERS OF HEART RATE VARIABILITY IN PRIMARY SCHOOL CHILDREN WITH DIFFERENT LEVELS OF EMOTIONAL INTELLIGENCE

RUDN Journal of Psychology and Pedagogics ◽

10.22363/2313-1683-2017-14-1-88-98 ◽

2017 ◽

Vol 14 (1) ◽

pp. 88-98

Author(s):

A.V. Dobrin ◽

Keyword(s):

Heart Rate ◽

Heart Rate Variability ◽

Emotional Intelligence ◽

Comparative Analysis ◽

Primary School ◽

School Children ◽

Primary School Children ◽

Different Levels

Download Full-text

Heart Rate Variability Of Moscow Secondary Schoolboys Living In Different Environmental Conditions

E3S Web of Conferences ◽

10.1051/e3sconf/202126506005 ◽

2021 ◽

Vol 265 ◽

pp. 06005

Author(s):

Мarya Danacheva ◽

Viktor Glebov ◽

Vladimir Torshin ◽

Vasily Shevtsov ◽

Dilyara Efremova ◽

...

Keyword(s):

Heart Rate ◽

Heart Rate Variability ◽

Comparative Analysis ◽

Environmental Conditions ◽

Wave Activity ◽

The State ◽

Social Conditions ◽

Adaptive Processes ◽

Adaptation Processes ◽

Comprehensive Study

The presented empirical study assesses the state of the cardiovascular system of Moscow schoolchildren living in different environmental conditions. 233 practically healthy schoolchildren (109 boys and 124 girls aged 11.4 to 12.6 years) took part in the comprehensive study of HRV and the state of adaptive processes when living in different ecological conditions of the capital megapolis. On the basis of different ecological and social conditions the schoolchildren were divided into 4 compared groups. The comparative analysis of the obtained HRV data of schoolchildren of different groups showed differences in the adaptation processes and in the indices of the wave activity of the sympathetic and parasympathetic departments of the ANS.

Download Full-text

INVESTIGATION OF CORRELATION DIMENSION ESTIMATION IN HEARTBEAT TIME SERIES

International Journal of Bifurcation and Chaos ◽

10.1142/s0218127406016215 ◽

2006 ◽

Vol 16 (09) ◽

pp. 2481-2498

Author(s):

STAVROS NIKOLOPOULOS ◽

GEORGE MANIS ◽

ANASTASIA ALEXANDRIDI

Keyword(s):

Heart Rate ◽

Time Series ◽

Heart Rate Variability ◽

Data Acquisition ◽

Correlation Dimension ◽

Specific Problem ◽

Euclidean Norm ◽

Application Process ◽

Dimension Estimation ◽

Sensitive Method

The Correlation Dimension estimation is an especially sensitive method which allows for important information to be extracted from the signal under investigation. However, due to its sensitivity, its parameters as well as details of the application process must be chosen carefully and customized to each specific problem. In this paper, we examine the application of the Correlation Dimension estimation in the case of heart rate variability signals. Specifically, we investigate issues which are not discussed in other similar studies or which are chosen differently, such as the use of the Euclidean norm and the Theiler window. We also document with detail the method of data acquisition and make a case for the importance of proper recordings the lack of which leads to controversial results.

Download Full-text