Title :
Complexity analysis of heart rate variability applied to chagasic patients and normal subjects
Author :
Guillén, P. ; Vallverdú, M. ; Claria, F. ; Jugo, D. ; Carrasco, H. ; Caminal, P.
Author_Institution :
CREB, Univ. Politecnica de Catalunya, Barcelona, Spain
Abstract :
Different techniques of non-linear dynamics analysis have been used to study the heart rate variability HRV, in chagasic patients and in healthy subjects. RR intervals were obtained from high-resolution ECG. A control group (n=18) and three groups of chagasic patients, group Ia (n=14), group Ib (n=16) and group II (n=15) were considered for the analysis. Some complexity measures based on symbolic dynamics and Shannon entropy were applied in order to characterize the different groups. Applying the U of the Mann-Whitney test, significant differences were obtained with the complexity measures when all groups were compared (p<0.05). It can be concluded that these methods are able to extract the essential information of non-linear features of the heart rate dynamics, and provide promising complexity measures which could be used to classify, and differentiate chagasic patients
Keywords :
diseases; electrocardiography; entropy; medical signal processing; signal classification; HRV; Mann-Whitney test; RR intervals; Shannon entropy; chagasic patient classification; chagasic patient differentiation; chagasic patients; complexity analysis; control group; healthy subjects; heart rate dynamics; heart rate variability; high-resolution ECG; nonlinear dynamics analysis; normal subjects; symbolic dynamics; Autonomic nervous system; Cardiac disease; Cardiology; Cardiovascular diseases; Data mining; Electrocardiography; Entropy; Heart rate variability; Myocardium; Testing;
Conference_Titel :
Computers in Cardiology 2000
Conference_Location :
Cambridge, MA
Print_ISBN :
0-7803-6557-7
DOI :
10.1109/CIC.2000.898559