Title :
A study on validity of cortical alpha connectivity for schizophrenia
Author :
Hong Peng ; Bin Hu ; Lanlan Li ; Ratcliffe, Martyn ; Jingwei Zhai ; Qinglin Zhao ; Qiuxia Shi ; Yunpeng Li ; Quanying Liu
Author_Institution :
Sch. of Inf. Sci. & Eng., Lanzhou Univ., Lanzhou, China
Abstract :
Abnormalities in schizophrenia are thought to be associated with functional disconnections between different brain regions. Most previous studies on schizophrenia have considered high-band connectivity in preference to the Alpha band, as there has been some uncertainty correlating the latter to the condition. In this paper we attempt to clarify this correlation using an Electroencephalogram (EEG) analysis of the Alpha band from schizophrenic patients. Global, regional Omega and dimensional complexity and local Omega complexity differentials (LCD) of single channel are calculated using 16 channels of resting EEG data from 31 adult patients with schizophrenia and 31 age/sex matched control subjects. It was found that, compared to the controls, anterior alpha Omega and dimensional complexity are higher in schizophrenia patients (p<;0.05) with the single channel LCD also increasing at FP1, FP2, F7 and F8 electrodes. Furthermore, higher left hemisphere dimensional complexity and LCD at T3 point was also found. The results suggest there is lower connectivity in the pre-frontal and left temporal regions with respect to the alpha band in schizophrenia patients.
Keywords :
biomedical electrodes; electroencephalography; medical disorders; F7 electrodes; F8 electrodes; FP1 electrodes; FP2 electrodes; T3 point; alpha band; anterior alpha Omega; brain regions; cortical alpha connectivity; electroencephalogram; global complexity; left hemisphere dimensional complexity; left temporal region; local Omega complexity differentials; prefrontal region; regional Omega complexity; resting EEG data; schizophrenic patients; single channel LCD; Brain; Complexity theory; Educational institutions; Electrodes; Electroencephalography; Information processing; Psychiatry;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location :
Osaka
DOI :
10.1109/EMBC.2013.6610243