シャ　キンカ   Jinhua She   佘　錦華    所属   工学部 機械工学科    職種   教授
言語種別	英語
発行・発表の年月	2017/07
形態種別	国際会議論文
査読	査読あり
標題	A four-stage localization method for epileptic seizure onset zones
執筆形態	共著
掲載誌名	The 20th World Congress of the International Federation of Automatic Control (IFAC 2017)
掲載区分	国外
出版社・発行元	The International Federation of Automatic Control
巻・号・頁	pp.4498-4503
担当範囲	ALL
著者・共著者	Ting Wan, Min Wu, Xuzhi Lai, Xiongbo Wan, Jinhua She, and Yuxiao Du
概要	This paper presents a four-stage localization method for epileptic seizure onset zones (SOZs). This method combines the advantages of both the Shannon-entropy-based complex Morlet wavelet transform (SE-CMWT) and adaptive-genetic-algorithm-based matching pursuit (AGA-MP) methods to achieve satisfactory localization performance. The Hilbert transform method is used to identify events of interest. The SE-CMWT-based power spectral density method is applied to acquire channels of interest (CoIs). By using the Morlet wavelets as the dictionary elements, the AGA-MP method combined with Morlet wavelets is developed to detect high-frequency oscillations (HFOs) on CoIs with faster speed and higher accuracy than the AGA-MP method. And the characteristics of HFOs are used to localize SOZs based on the half-maximum method. A comparison shows that our method has higher sensitivity and specificity than four existing methods.
外部リンクURL	https://www.sciencedirect.com/science/article/pii/S2405896317313812