Practical measurements distinguishing physiological and pathological stereoelectroencephalography channels based on high-frequency oscillations in the human brain.

Journal: Epilepsia open
PMID:

Abstract

OBJECTIVE: The present study aimed to identify various distinguishing features for use in the accurate classification of stereoelectroencephalography (SEEG) channels based on high-frequency oscillations (HFOs) inside and outside the epileptogenic zone (EZ).

Authors

  • Zilin Li
    School of Hydraulic Engineering, Dalian University of Technology, Dalian, Liaoning 116024, China.
  • Baotian Zhao
    Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
  • Wenhan Hu
    Department of Neurosurgery, Beijing Neurosurgical Institute, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
  • Chao Zhang
    School of Information Engineering, Suqian University, Suqian, Jiangsu, China.
  • Xiu Wang
    Department of Functional Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
  • Chang Liu
    Key Lab of Cell Differentiation and Apoptosis of Ministry of Education, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
  • Jiajie Mo
    Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
  • Zhihao Guo
    Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
  • Bowen Yang
    Song are with Center for Cyber-Physical Systems, University of Georgia, Athens, GA 30602, USA.
  • Yuan Yao
    Department of Food Science, Purdue University, West Lafayette, IN, 47907, USA. Electronic address: yao1@purdue.edu.
  • Xiaoqiu Shao
    Department of Neurosurgery, Beijing TianTan Hospital, Capital Medical University, No. 119 South 4th Ring West Road, Fengtai District, Beijing, China.
  • Jianguo Zhang
    College of Automation, Harbin Engineering University, No. 145, Nantong street, Harbin, China.
  • Kai Zhang
    Anhui Province Key Laboratory of Respiratory Tumor and Infectious Disease, First Affiliated Hospital of Bengbu Medical University, Bengbu, China.