Title :
An application of both principal dynamic modes (PDM) and statistics for rehabilitation estimation related to the patients after Ischemic Brain Stroke
Author :
Tkacz, E. ; Kostka, P. ; Komorowski, D. ; Pietraszek, S.
Author_Institution :
Silesian University of Technology, Institute of Electronics, Division of Microelectronics and Biotechnology, Gliwice, Poland
Abstract :
Ischemic Brain Stroke is considered to be one of the most significant reason causing mortality of patients. During first 60 days after brain stroke some critical symptoms are localized. Eventual registration of physiological parameters or biomedical signals e.g. heart rate variability within that time results in extremely difficult interpretation, most likely at the certain border of commonly understand sense. Therefore proper rehabilitation of such patients associated with well estimated results is very important as significantly decreases their mortality and leaves them in the highest possible well being. Due to rather bad quality of registered signals the need of more sophisticated processing method is necessary. The paper presents application of PDM for decomposition of HRV signals spectrum and separate estimation of behavior of both sympathetic and parasympathetic nervous activity. Simple ANOVA test applied for properly prepared data proved the anticipated results concerning significant difference of certain parameters e.g. sympatho-vagal balance estimated within mentioned 60 days period.
Keywords :
Analysis of variance; Autonomic nervous system; Cardiovascular system; Electrocardiography; Heart rate; Heart rate variability; Rhythm; Signal processing; Statistics; Testing; Analysis of Variance; Automatic Data Processing; Brain; Brain Ischemia; Data Interpretation, Statistical; Heart Rate; Humans; Models, Statistical; Models, Theoretical; Signal Processing, Computer-Assisted; Stroke;
Conference_Titel :
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4244-1814-5
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2008.4649735