Automatic recognition of schizophrenia from brain-network features using graph convolutional neural network

Guimei Yin; Ying Chang; Yanli Zhao; Chenxu Liu; Mengzhen Yin; Yongcan Fu; Dongli Shi; Lin Wang; Lizhong Jin; Jie Huang; Dandan Li; Yan Niu; Bin Wang; Shuping Tan

doi:10.1016/j.ajp.2023.103687

JOURNAL ARTICLE

Automatic recognition of schizophrenia from brain-network features using graph convolutional neural network

Guimei Yin Ying Chang Yanli Zhao Chenxu Liu Mengzhen Yin Yongcan Fu Dongli Shi Lin Wang Lizhong Jin Jie Huang Dandan Li Yan Niu Bin Wang Shuping Tan

Year: 2023 Journal: Asian Journal of Psychiatry Vol: 87 Pages: 103687-103687 Publisher: Elsevier BV

DOI: 10.1016/j.ajp.2023.103687

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Keywords:

Convolutional neural network Schizophrenia (object-oriented programming) Electroencephalography Pattern recognition (psychology) Computer science Artificial intelligence Graph Diagnosis of schizophrenia Correlation Feature extraction Psychology Psychosis Psychiatry Mathematics

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EEG and Brain-Computer Interfaces

Life Sciences → Neuroscience → Cognitive Neuroscience

Functional Brain Connectivity Studies

Life Sciences → Neuroscience → Cognitive Neuroscience

Neural dynamics and brain function

Life Sciences → Neuroscience → Cognitive Neuroscience

Automatic recognition of schizophrenia from brain-network features using graph convolutional neural network

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