Multi-head GAGNN: A Multi-head Guided Attention Graph Neural Network for Modeling Spatio-temporal Patterns of Holistic Brain Functional Networks

Jiadong Yan, Yuzhong Chen, Shimin Yang, Shu Zhang 0001, Mingxin Jiang, Zhongbo Zhao, Tuo Zhang, Yu Zhao 0007, Benjamin Becker, Tianming Liu, Keith M. Kendrick, Xi Jiang. Multi-head GAGNN: A Multi-head Guided Attention Graph Neural Network for Modeling Spatio-temporal Patterns of Holistic Brain Functional Networks. In Marleen de Bruijne, Philippe C. Cattin, Stéphane Cotin, Nicolas Padoy, Stefanie Speidel, Yefeng Zheng, Caroline Essert, editors, Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part VII. Volume 12907 of Lecture Notes in Computer Science, pages 564-573, Springer, 2021. [doi]