Title :
Surface EMG parameters in schizophrenia patients
Author :
Miroshnichenko, German ; Kuzmina, Anna ; Meigal, Alexander ; Burkin, Mark ; Rissanen, Saara M. ; Karjalainen, Pasi A.
Author_Institution :
Dept. of Appl. Phys., Univ. of Eastern Finland, Kuopio, Finland
Abstract :
The aim of the study was to compare a variety of surface EMG (sEMG) parameters in several groups of schizophrenia (SZ, n=69) patients and healthy controls (n=44). We computed spectral, mutual information (MI) based and recurrence quantification analysis (RQA) parameters of sEMG. The major finding is that sEMG of the controls had higher values of the MI-based parameter, mean and median spectrum frequencies, and lower values of most of RQA parameters. It means higher content of recurrent fragments in sEMG of SZ patients. We suggest that the differences might be caused by either denervation/renervation process of single muscle fibers in SZ patients and/or by increased motor unit synchronization induced by antipsychotic therapy.
Keywords :
biomedical measurement; diseases; electromyography; MI-based parameter; RQA parameters; SZ patients; antipsychotic therapy; denervation process; mean spectrum frequency; median spectrum frequency; motor unit synchronization; muscle fibers; mutual information parameters; recurrence quantification analysis; renervation process; sEMG parameters; schizophrenia patients; surface EMG parameters; Educational institutions; Electromyography; Entropy; Muscles; Mutual information; Psychiatry; Region 8;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
DOI :
10.1109/EMBC.2014.6944318