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Method for persistent topological features extraction of schizophrenia patients' electroencephalography signal based on persistent homology

  • 【获取途径】 OA资源
  • 【作者】Guangxing Guo, Yanli Zhao, Chenxu Liu, Yongcan Fu, Xinhua Xi, Lizhong Jin, Dongli Shi, Lin Wang, Yonghong Duan, Jie Huang, Shuping Tan, Guimei Yin
  • 【刊名】Frontiers in computational neuroscience
  • 【作者单位】Affiliations 1 College of Geography Science, Taiyuan Normal University, Jinzhong, China. 2 Institute of Big Data Analysis Technology and Application, Taiyuan Normal University, Jinzhong, China. 3 College of Resource and Environment, Shanxi Agricultural University, Taigu, China. 4 Psychiatry Research Center, Beijing Huilongguan Hospital, Peking University Huilongguan Clinical Medical School, Beijing, China. 5 Laboratory of Data Mining and Machine Learning, College of Computer Science and Technology, Taiyuan Normal University, Jinzhong, China. 6 College of Applied Science, Taiyuan University of Science and Technology, Taiyuan, China.
  • 【年份】2022
  • 【卷号】Vol.16
  • 【页码】1024205
  • 【ISSN】1662-5188
  • 【关键词】EEG signal complex brain networks persistent homology persistent topological features schizophrenia patients topological data analysis. 
  • 【摘要】 With the development of network science and graph theory, brain network research has unique advantages in explaining those mental diseases, the neural mechanism of which is unclear. Additionally, it can provide a new perspective in revealing the path...
  • 【文献类型】 期刊
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