Browsing by Author Zhang, Tuo

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Showing results 1 to 7 of 7
TitleAuthor(s)Issue Date
 
A Guided Attention 4D Convolutional Neural Network for Modeling Spatio-Temporal Patterns of Functional Brain Networks
Proceeding/Conference:Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Yan, JiadongZhao, YuJiang, MingxinZhang, ShuZhang, TuoYang, ShiminChen, YuzhongZhao, ZhongboHe, ZhibinBecker, BenjaminLiu, TianmingKendrick, KeithJiang, Xi
2021
 
Anatomy-Guided Spatio-Temporal Graph Convolutional Networks (AG-STGCNs) for Modeling Functional Connectivity Between Gyri and Sulci Across Multiple Task Domains
Journal:IEEE Transactions on Neural Networks and Learning Systems
Jiang, MingxinChen, YuzhongYan, JiadongXiao, ZhenxiangMao, WeiZhao, BoyuYang, ShiminZhao, ZhongboZhang, TuoGuo, LeiBecker, BenjaminYao, DezhongKendrick, Keith M.Jiang, Xi
2022
 
Brain Structural Connectivity Guided Vision Transformers for Identification of Functional Connectivity Characteristics in Preterm Neonates
Journal:IEEE Journal of Biomedical and Health Informatics
Mao, WeiChen, YuzhongHe, ZhibinWang, ZifanXiao, ZhenxiangSun, YusongHe, LiangZhou, JingchaoGuo, WeitongMa, ChongZhao, LinKendrick, Keith M.Zhou, BoBecker, BenjaminLiu, TianmingZhang, TuoJiang, Xi
29-Jan-2024
 
Exploring Gyro-Sulcal Functional Connectivity Differences Across Task Domains via Anatomy-Guided Spatio-Temporal Graph Convolutional Networks
Proceeding/Conference:Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Jiang, MingxinYang, ShiminZhao, ZhongboYan, JiadongChen, YuzhongZhang, TuoZhang, ShuBecker, BenjaminKendrick, Keith M.Jiang, Xi
2021
 
Modeling spatio-temporal patterns of holistic functional brain networks via multi-head guided attention graph neural networks (Multi-Head GAGNNs)
Journal:Medical Image Analysis
Yan, JiadongChen, YuzhongXiao, ZhenxiangZhang, ShuJiang, MingxinWang, TianqiZhang, TuoLv, JingleiBecker, BenjaminZhang, RongZhu, DajiangHan, JunweiYao, DezhongKendrick, Keith M.Liu, TianmingJiang, Xi
2022
 
Multi-head GAGNN: A Multi-head Guided Attention Graph Neural Network for Modeling Spatio-temporal Patterns of Holistic Brain Functional Networks
Proceeding/Conference:Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Yan, JiadongChen, YuzhongYang, ShiminZhang, ShuJiang, MingxinZhao, ZhongboZhang, TuoZhao, YuBecker, BenjaminLiu, TianmingKendrick, KeithJiang, Xi
2021
 
Temporal variability of cortical gyral-sulcal resting state functional activity correlates with fluid intelligence
Journal:Frontiers in Neural Circuits
Yang, ShiminZhao, ZhongboCui, HanZhang, TuoZhao, LinHe, ZhibinLiu, HuanGuo, LeiLiu, TianmingBecker, BenjaminKendrick, Keith M.Jiang, Xi
2019
Showing results 1 to 7 of 7