Network-Based Techniques in EEG Data Analysis and Epileptic Brain Modeling
作者： Oleg A. Prokopyev , Vladimir L. Boginski , Wanpracha Chaovalitwongse , Panos M. Pardalos , J. Chris Sackellares
DOI: 10.1007/978-0-387-69319-4_28
关键词: Eeg data 、 Psychology 、 Epilepsy 、 Human brain 、 Graph theory 、 Preprocessor 、 Epileptic seizure 、 Electroencephalography 、 Artificial intelligence
摘要: We discuss a novel approach of modeling the behavior epileptic human brain, which utilizes network-based techniques in combination with statistical preprocessing electroencephalographic (EEG) data obtained from electrodes located different parts brain. In constructed graphs, vertices represent “functional units” where are located. Studying dynamical changes properties these graphs provides valuable information about patterns characterizing brain prior to, during, and after an seizure.
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