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CASIA OpenIR
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Generalization Across Subjects and Sessions for EEG-based Emotion Recognition Using Multi-source Attention-based Dynamic Residual Transfer 会议论文
, Gold Coast Convention and Exhibition Centre Queensland, Australia, 2023-06-18
作者:  Wanqing Jiang;  Gaofeng Meng;  Tianzi Jiang;  Nianming Zuo
Adobe PDF(1497Kb)  |  收藏  |  浏览/下载：186/79  |  提交时间：2023/06/20
Electroencephalogram (EEG), emotion recognition, multi-source domain adaptation, subject-independent  
BAI-Net: Individualized Anatomical Cerebral Cartography Using Graph Neural Network 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 1-12
作者:  Ma L(马亮);  Zhang Y(张瑜);  Zhang HT(张瀚天);  Cheng LQ(程禄祺);  Yang ZY(杨正宜);  Lu YH(陆玉恒);  Shi WY(时维阳);  Li W(李雯);  Zhuo JJ(卓俊杰);  Wang JJ(王娇健);  Fan LZ(樊令仲);  Jiang TZ(蒋田仔)
Adobe PDF(16100Kb)  |  收藏  |  浏览/下载：174/36  |  提交时间：2023/01/04
anatomical connectivity fingerprints  heritability  individualized brain atlas  graph neural network  topography variability  
Two subtypes of schizophrenia identified by an individual-level atypical pattern of tensor-based morphometric measurement 期刊论文
CEREBRAL CORTEX, 2022, 页码: 18
作者:  Shi, Weiyang;  Fan, Lingzhong;  Wang, Haiyan;  Liu, Bing;  Li, Wen;  Li, Jin;  Cheng, Luqi;  Chu, Congying;  Song, Ming;  Sui, Jing;  Luo, Na;  Cui, Yue;  Dong, Zhenwei;  Lu, Yuheng;  Ma, Yawei;  Ma, Liang;  Li, Kaixin;  Chen, Jun;  Chen, Yunchun;  Guo, Hua;  Li, Peng;  Lu, Lin;  Lv, Luxian;  Wan, Ping;  Wang, Huaning;  Wang, Huiling;  Yan, Hao;  Yan, Jun;  Yang, Yongfeng;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi
Adobe PDF(4129Kb)  |  收藏  |  浏览/下载：422/146  |  提交时间：2022/09/19
schizophrenia  subtype  structural MRI  neuroimaging-clinic association analysis  neuroimaging-transcription association analysis  
Linked psychopathology-specific factors and individual structural brain abnormalities in schizophrenia 会议论文
, San Diego, California, United States, 2022-4
作者:  Lin Chai;  Yaping Wang;  Weiyang Shi;  Yu Zhang;  Bing Liu;  Tianzi Jiang;  Lingzhong Fan
Adobe PDF(595Kb)  |  收藏  |  浏览/下载：230/50  |  提交时间：2022/06/20
Unrevealing Reliable Cortical Parcellation of Individual Brains Using Resting-State Functional Magnetic Resonance Imaging and Masked Graph Convolutions 期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 14
作者:  Qiu, Wenyuan;  Ma, Liang;  Jiang, Tianzi;  Zhang, Yu
收藏  |  浏览/下载：181/0  |  提交时间：2022/06/10
functional connectivity  cortical parcellation  intersubject variability  topographic variability  resting-state fMRI (rfMRI)  test-retest reliability  graph neural network  
Trans-ResNet: Integrating Transformers and CNNs for Alzheimer's disease classification 会议论文
, 印度，加尔各答, 2022-3-28
作者:  Li C(李超);  Cui Y(崔玥);  Luo N(罗娜);  Liu Y(刘勇);  Bourgeat Pierrick;  Fripp Jurgen;  Jiang TZ(蒋田仔)
Adobe PDF(3989Kb)  |  收藏  |  浏览/下载：212/27  |  提交时间：2022/06/23
convolutional neural network  deep learning  structural MRI  transfer learning  Transformer  
Consistent brain structural abnormalities and multisite individualised classification of schizophrenia using deep neural networks 期刊论文
BRITISH JOURNAL OF PSYCHIATRY, 2022, 页码: 8
作者:  Cui, Yue;  Li, Chao;  Liu, Bing;  Sui, Jing;  Song, Ming;  Chen, Jun;  Chen, Yunchun;  Guo, Hua;  Li, Peng;  Lu, Lin;  Lv, Luxian;  Ning, Yuping;  Wan, Ping;  Wang, Huaning;  Wang, Huiling;  Wu, Huawang;  Yan, Hao;  Yan, Jun;  Yang, Yongfeng;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi
收藏  |  浏览/下载：247/0  |  提交时间：2022/06/06
Deep learning  grey matter  meta-analysis  multisite study  schizophrenia  
Predicting Treatment Response in Schizophrenia With Magnetic Resonance Imaging and Polygenic Risk Score 期刊论文
FRONTIERS IN GENETICS, 2022, 卷号: 13, 页码: 11
作者:  Wang, Meng;  Hu, Ke;  Fan, Lingzhong;  Yan, Hao;  Li, Peng;  Jiang, Tianzi;  Liu, Bing
Adobe PDF(822Kb)  |  收藏  |  浏览/下载：323/106  |  提交时间：2022/06/06
schizophrenia  treatment prediction  XGBoost  polygenic risk score  magnetic resonance imaging  
Precise Modulation Strategies for Transcranial Magnetic Stimulation: Advances and Future Directions 期刊论文
NEUROSCIENCE BULLETIN, 2021, 页码: 17
作者:  Zhong, Gangliang;  Yang, Zhengyi;  Jiang, Tianzi
收藏  |  浏览/下载：191/0  |  提交时间：2021/11/03
Transcranial magnetic stimulation  Modulation strategies  Precise stimulation target  Coil location  Individual treatment paradigm  
New Trajectory of Clinical and Biomarker Changes in Sporadic Alzheimer's Disease 期刊论文
CEREBRAL CORTEX, 2021, 卷号: 31, 期号: 7, 页码: 3363-3373
作者:  Zhuo, Junjie;  Zhang, Yuanchao;  Liu, Yong;  Liu, Bing;  Zhou, Xiaoqing;  Bartlett, Perry F.;  Jiang, Tianzi
收藏  |  浏览/下载：194/0  |  提交时间：2021/08/15
beta-amyloid  biomarker trajectories  hippocampal volume  mild cognitive impairment  sporadic Alzheimer's disease