Classifying Vulnerability to Sleep Deprivation Using Resting-State Functional MRI Graph Theory Metrics - Xu, Yongqiang; Yu, Ping; Zheng, Jianmin; Wang, Chen; Hu, Tian; Yang, Qi; Xu, Ziliang; Guo, Fan; Tang, Xing; Ren, Fang; Zhu, Yuanqiang (Frontiers in neuroscience, 2021)
Keywords: Algorithms; Artificial intelligence; Brain architecture; Brain mapping; Classification; Cognitive ability; Functional magnetic resonance imaging; Homeostasis; Laboratories; Learning algorithms; Machine learning; Magnetic resonance imaging; Medical imaging; Neuroimaging; Neuroscience; psychomotor vigilance task; Sensorimotor system; Sleep and wakefulness; Sleep deprivation; Software; Support vector machines; Thalamus; Vigilance; vulnerability; sleep deprivation; vulnerability; psychomotor vigilance task; machine learning; functional magnetic resonance imaging