Title : 
Non-linear analysis of heart rate variability in patients with hypertrophic cardiomyopathy
         
        
            Author : 
Carvajal, R. ; Vallverdú, M. ; Baranowski, R. ; Chojnowska, L. ; Rydlewska-Sadowska, W. ; Jané, R. ; Caminal, P.
         
        
            Author_Institution : 
Inst. de Cibernetica, Univ. Politecnica de Catalunya, Spain
         
        
        
        
            fDate : 
31 Oct-3 Nov 1996
         
        
        
            Abstract : 
Several complexity and chaotic analyses of R-R time series, including LZ complexity, Hurst exponent, first Lyapunov exponent, Pearson coefficient, capacity dimension and correlation dimension are computed for 45 subjects, divided into three groups. Group A are 12 patients with hypertrophic cardiomyopathy (HCM) and family history of sudden cardiac death, group B are 17 HCM patients without family history of sudden death, and Group C are 16 healthy subjects. Statistical analysis indicates that Pearson coefficient and Hurst exponent can distinguish between healthy subjects and HCM patients. A linear function of LZ complexity, R-R standard deviation and capacity dimension can discriminate between HCM patients of group A and B
         
        
            Keywords : 
electrocardiography; medical signal processing; statistical analysis; time series; Hurst exponent; LZ complexity; Pearson coefficient; R-R time series; chaotic analysis; complexity analysis; electrodiagnostics; family history; first Lyapunov exponent; heart rate variability; hypertrophic cardiomyopathy patients; nonlinear analysis; sudden cardiac death; Cardiology; Chaos; Control systems; Engineering in Medicine and Biology Society; Heart rate variability; History; Process control; Statistical analysis; Time measurement; Time series analysis;
         
        
        
        
            Conference_Titel : 
Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE
         
        
            Conference_Location : 
Amsterdam
         
        
            Print_ISBN : 
0-7803-3811-1
         
        
        
            DOI : 
10.1109/IEMBS.1996.647579