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Modeling spatio-temporal patterns of holistic functional brain networks via multi-head guided attention graph neural networks (Multi-Head GAGNNs)

Jiadong Yan, Yuzhong Chen, Zhenxiang Xiao, Shu Zhang, Mingxin Jiang, Tianqi Wang, Tuo Zhang, Jinglei Lv, Benjamin Becker, Rong Zhang, Dajiang Zhu, Junwei Han, Dezhong Yao, Keith M. Kendrick, Tianming Liu, Xi Jiang

2022Medical Image Analysis37 citationsDOI

Topics & Concepts

ConnectomeComputer scienceHuman Connectome ProjectArtificial intelligenceGeneralizability theoryGraphDeep learningMachine learningPattern recognition (psychology)NeuroscienceFunctional connectivityPsychologyTheoretical computer scienceDevelopmental psychologyFunctional Brain Connectivity StudiesEEG and Brain-Computer InterfacesNeural dynamics and brain function
Modeling spatio-temporal patterns of holistic functional brain networks via multi-head guided attention graph neural networks (Multi-Head GAGNNs) | Litcius