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Schizophrenia recognition based on three-dimensional adaptive graph convolutional neural network

  • 【作者】Guimei Yin,Jie Yuan,Yanjun Chen,Guangxing Guo,Dongli Shi,Lin Wang,Zilong Zhao,Yanli Zhao,Manjie Zhang,Yuan Dong,Bin Wang,null,Shuping Tan
  • 【刊名】Scientific Reports
  • 【作者单位】1School of Computer Science and Technology, Taiyuan Normal University, Jinzhong, 030619, China;2Department of Radiology, Shanxi Provincial People’s Hospital, Taiyuan, 030012, China;3Institute of Big Data Technology Analysis and Application, Taiyuan Normal University, Jinzhong, 030619, China;4School of Chemical Engineering and Technology, Sun Yat-sen University, Zhuhai, 519000, China;5Psychiatry Research Center, Beijing Huilongguan Hospital, Beijing, 100096, China;6College of Computer Science and Technology, Taiyuan University of Technology, Jinzhong, 030600, China
  • 【年份】2025
  • 【卷号】Vol.15
  • 【关键词】Schizophrenia 3D spaces Attention mechanisms Adaptive brain networks Graph convolutional neural network 
  • 【摘要】 Previous deep learning-based brain network research has made significant progress in understanding the pathophysiology of schizophrenia. However, it ignores the three-dimensional spatial characteristics of EEG signals and cannot dynamically learn the...
  • 【文献类型】 期刊
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