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U-shaped convolutional transformer GAN with multi-resolution consistency loss for restoring brain functional time-series and dementia diagnosis Journal article
Zuo, Qiankun, Li, Ruiheng, Shi, Binghua, Hong, Jin, Zhu, Yanfei, Chen, Xuhang, Wu, Yixian, Guo, Jia. U-shaped convolutional transformer GAN with multi-resolution consistency loss for restoring brain functional time-series and dementia diagnosis[J]. Frontiers in Computational Neuroscience, 2024, 18, 1387004.
Authors:  Zuo, Qiankun;  Li, Ruiheng;  Shi, Binghua;  Hong, Jin;  Zhu, Yanfei; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:2.1/2.9 | Submit date：2024/05/16
Brain Neurological Disease  Central Connectivity Perception  Hierarchical Topological Transformer  Multi-head Attention  Multi-level Temporal-correlated Attention  Time-series Restoration  
Activation network improves spatiotemporal modelling of human brain communication processes Journal article
Liu, Xucheng, Wang, Ze, Liu, Shun, Gong, Lianggeng, Sosa, Pedro A.Valdes, Becker, Benjamin, Jung, Tzyy Ping, Dai, Xi jian, Wan, Feng. Activation network improves spatiotemporal modelling of human brain communication processes[J]. NeuroImage, 2024, 285, 120472.
Authors:  Liu, Xucheng;  Wang, Ze;  Liu, Shun;  Gong, Lianggeng;  Sosa, Pedro A.Valdes; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:4.7/6.1 | Submit date：2024/02/22
Brain Network  Dynamic Functional Network Connectivity  Functional Mri  Topological Analysis  
Oxytocin enhances the triangular association among behavior, resting-state, and task-state functional connectivity Journal article
Zhang, Haoming, Chen, Kun, Bao, Jin, Wu, Haiyan. Oxytocin enhances the triangular association among behavior, resting-state, and task-state functional connectivity[J]. Human Brain Mapping, 2023, 44(17), 6074-6089.
Authors:  Zhang, Haoming;  Chen, Kun;  Bao, Jin;  Wu, Haiyan
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:3.5/4.7 | Submit date：2024/01/02
Brain-behavior Association  Connectome-based Predictive Model  Functional Connectivity  Oxytocin  Self-face Recognition  
Brain Functional Network Generation Using Distribution-Regularized Adversarial Graph Autoencoder with Transformer for Dementia Diagnosis Journal article
Zuo, Qiankun, Hu, Junhua, Zhang, Yudong, Pan, Junren, Jing, Changhong, Chen, Xuhang, Meng, Xiaobo, Hong, Jin. Brain Functional Network Generation Using Distribution-Regularized Adversarial Graph Autoencoder with Transformer for Dementia Diagnosis[J]. CMES - Computer Modeling in Engineering and Sciences, 2023, 137(3), 2129-2147.
Authors:  Zuo, Qiankun;  Hu, Junhua;  Zhang, Yudong;  Pan, Junren;  Jing, Changhong; et al.
Favorite | TC[WOS]:1 TC[Scopus]:4  IF:2.2/1.8 | Submit date：2024/02/23
Adversarial Graph Encoder  Dementia  Functional Brain Connectivity  Generative Transformer  Graph Convolutional Network  Label Distribution  
Association of Intrinsic Functional Brain Network and Longitudinal Development of Cognitive Behavioral Symptoms in Young Girls With Fragile X Syndrome Journal article
Li,Rihui, Lightbody,Amy A., Lee,Cindy H., Bartholomay,Kristi L., Marzelli,Matthew J., Reiss,Allan L.. Association of Intrinsic Functional Brain Network and Longitudinal Development of Cognitive Behavioral Symptoms in Young Girls With Fragile X Syndrome[J]. Biological Psychiatry, 2023, 94(10), 814 - 822.
Authors:  Li,Rihui;  Lightbody,Amy A.;  Lee,Cindy H.;  Bartholomay,Kristi L.;  Marzelli,Matthew J.; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:9.6/10.8 | Submit date：2023/08/03
Brain Topology  Cognitive Behavioral Symptoms  Fragile x Syndrome  Functional Magnetic Resonance Imaging  Longitudinal Development  Resting-state Functional Connectivity  
Altered hierarchical organization between empathy and gambling networks in disordered gamblers Journal article
Hui Zhou, Yuwen He, Zhen Yuan, Yuan Zhou, Jingwen Yin, Robin Chark, Davis Ka Chio Fong, Lawrence Hoc Nang Fong, Anise M. S. Wu. Altered hierarchical organization between empathy and gambling networks in disordered gamblers[J]. Frontiers in Psychiatry, 2023, 14, 1083465.
Authors:  Hui Zhou;  Yuwen He;  Zhen Yuan;  Yuan Zhou;  Jingwen Yin; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:3.2/3.9 | Submit date：2023/03/06
Empathy  Gambling Disorder  Resting-state Fmri  Effective Connectivity  Brain Networks  Dynamic Causal Modeling  
Altered hierarchical organization between empathy and gambling networks in disordered gamblers Journal article
Hui Zhou, Zhen Yuan, Anise Wu. Altered hierarchical organization between empathy and gambling networks in disordered gamblers[J]. Frontiers in Psychiatry, 2023, 14, 1083465.
Authors:  Hui Zhou;  Zhen Yuan;  Anise Wu
Adobe PDF | Favorite |   IF:3.2/3.9 | Submit date：2023/08/28
Empathy, Gambling Disorder, Resting-state Fmri, Effective Connectivity, Brain Networks, Dynamic Causal Modeling  
Fusing Frequency-Domain Features and Brain Connectivity Features for Cross-Subject Emotion Recognition Journal article
Chen, Chuangquan, Li, Zhencheng, Wan, Feng, Xu, Leicai, Bezerianos, Anastasios, Wang, Hongtao. Fusing Frequency-Domain Features and Brain Connectivity Features for Cross-Subject Emotion Recognition[J]. IEEE Transactions on Instrumentation and Measurement, 2022, 71, 2508215.
Authors:  Chen, Chuangquan;  Li, Zhencheng;  Wan, Feng;  Xu, Leicai;  Bezerianos, Anastasios; et al.
Favorite | TC[WOS]:34 TC[Scopus]:34  IF:5.6/5.6 | Submit date：2022/05/17
Approximate Empirical Kernel Map  Brain Connectivity Features  Cross-subject Emotion Recognition  Frequency-domain (Fd) Features  Fused Features  
Altered Functional Connectivity in the Motor and Prefrontal Cortex for Children With Down's Syndrome: An fNIRS Study Journal article
Xu,Shi Yang, Lu,Feng Mei, Wang,Meng Yun, Hu,Zhi Shan, Zhang,Juan, Chen,Zhi Yi, Armada-da-Silva,Paulo A.S., Yuan,Zhen. Altered Functional Connectivity in the Motor and Prefrontal Cortex for Children With Down's Syndrome: An fNIRS Study[J]. Frontiers in Human Neuroscience, 2020, 14, 6.
Authors:  Xu,Shi Yang;  Lu,Feng Mei;  Wang,Meng Yun;  Hu,Zhi Shan;  Zhang,Juan; et al.
Favorite | TC[WOS]:29 TC[Scopus]:28  IF:2.4/3.0 | Submit date：2020/11/10
Brain Connectivity  Children  Cognition  Down's Syndrome  Fnirs  
Using fNIRS to study the brain activation and networks aßociated with Chinese character recognition Conference paper
Zhen Yuan, Zhishan Hu. Using fNIRS to study the brain activation and networks aßociated with Chinese character recognition[C], 2020.
Authors:  Zhen Yuan;  Zhishan Hu
Favorite | TC[WOS]:0 TC[Scopus]:1 | Submit date：2021/03/04
Brain Connectivity  Chinese Character Recognition  Fnirs  Visual Word Form