DocumentCode :
3562155
Title :
The loss of multifractality as evidence of impaired Left Ventricular Ejection Fraction in patients after acute myocardial infarction
Author :
Silva, Fatima M. H. S. P. ; da Silva Filho, Antonio Carlos ; Crescencio, Julio Cesar ; Papa, Valeria ; Gallo Junior, Lourenco
Author_Institution :
Dept. of Phys. & Chem., Univ. of Sao Paulo, Sao Paulo, Brazil
fYear :
2014
Firstpage :
413
Lastpage :
416
Abstract :
Multifractal analysis of heart rate variability (HRV) has been used to discriminate healthy subjects from patients with severe health conditions. We analyzed the fractal structures of the ECG recording of 11 patients who suffered acute myocardial infarction in order to identify those with impaired Left Ventricular Ejection Fraction (LVEF). Was estimated the multifractal spectrum in Matlab code from the series of RR intervals, in supine rest. The parables representing the multifractal spectrum will be closing in small arcs, as a monofractal structure to 4 these 11 patients. The change in shape of multifractal spectrum curve for this group can provide information on changes in cardiac dynamics of patients with greater impairment of the muscles of the heart. The degree of multifractality, defined as the width of multifractal spectrum, also was studied. Moreover, all patients had undergone Doppler echocardiography and a quantification of left ventricular function was done by the Simpson technique (for LVEF less than 50% the patient was classified as belonging to the group with depressed LVEF). The Mann-Whitney test (p-value <;0.01) revealed that the degree of multifractality for the group with impaired LVEF is very significantly lower than for the group with preserved LVEF. We conclude that the loss of multifractality may indicate an impairment of left ventricular ejection fraction in patients after acute myocardial infarction, but we could not measure the extent of this loss as an indication of greater or lesser severity.
Keywords :
Doppler measurement; diseases; echocardiography; electrocardiography; feature extraction; fractals; mathematics computing; medical disorders; medical signal processing; muscle; signal classification; spectral analysis; spectral line breadth; statistical analysis; Doppler echocardiography; ECG recording fractal structure; HRV multifractal analysis; LVEF impairment indication; LVEF impairment severity; Mann-Whitney test; Matlab code; RR interval series; Simpson technique; acute myocardial infarction patient; cardiac dynamics changes; depressed LVEF; heart muscle impairment; heart rate variability; impaired LVEF; impaired left ventricular ejection fraction; left ventricular function quantification; monofractal structure; multifractal spectrum curve shape change; multifractal spectrum estimation; multifractal spectrum representation; multifractal spectrum width; multifractality degree; multifractality loss extent measurement; parable closing; patient classification; preserved LVEF; Abstracts; Cardiology; Fractals; Heart rate variability; Myocardium; Physiology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computing in Cardiology Conference (CinC), 2014
ISSN :
2325-8861
Print_ISBN :
978-1-4799-4346-3
Type :
conf
Filename :
7043067
Link To Document :
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