Identification of early mild cognitive impairment using multi-modal data and graph convolutional networks - Liu, Jin; Tan, Guanxin; Lan, Wei; Wang, Jianxin (BMC bioinformatics, 2020)
Keywords: Alzheimer Disease - diagnostic imaging; Alzheimer's disease; Artificial neural networks; Autism; Automation; Brain; Brain - diagnostic imaging; Brain mapping; Classification; Cognition disorders; Cognitive ability; Cognitive Dysfunction - diagnostic imaging; Computer-aided medical diagnosis; Diagnosis; Early mild cognitive impairment; Feature extraction; Female; Functional magnetic resonance imaging; Graph convolutional networks; Graphic methods; Humans; Identification; Identification methods; Impairment; Machine Learning; Magnetic Resonance Imaging; Male; Medical imaging; Methodology; Methods; Modal data; Multi-modal MRI data; Neural networks; Neurodegenerative diseases; Neuroimaging; Performance enhancement; Structure-function relationships; Substantia grisea; China; Identification; Multi-modal MRI data; Graph convolutional networks; Early mild cognitive impairment