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White matter microstructural differences across major depressive disorder, bipolar disorder and schizophrenia: A tract-based spatial statistics study 期刊论文
JOURNAL OF AFFECTIVE DISORDERS, 2020, 卷号: 260, 页码: 281-286
Authors:  Cui Yue;  Dong Jiahao;  Yang Yongfeng;  Yu Hongyan;  Li Wenqiang;  Liu Yang;  Si Juanning;  Xie Sangma;  Sui Jing;  Lv Luxian;  Jiang Tianzi
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任务状态下皮层宏观及介观网络中的相互作用研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  牛威昆
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任务态功能网络  高阶相互作用  神经同步活动  格兰杰因果  模式分类  
基于独立成分子空间支持向量机的精神疾病磁共振影像学分类研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  高爽
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独立成分分析  子空间相似度  支持向量机  磁共振影像  精神疾病分类  
精神分裂症和健康人群大数据的多模态关联分析研究 学位论文
, 中国科学院大学: 中国科学院大学, 2019
Authors:  罗娜
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多模态,关联分析,精神分裂症,健康人群大数据,成人毕生发展  
Impact of COMT haplotypes on functional connectivity density and its association with the gene expression of dopamine receptors 期刊论文
BRAIN STRUCTURE & FUNCTION, 2019, 卷号: 224, 期号: 8, 页码: 2619-2630
Authors:  Tang, Jie;  Li, Yanjun;  Xu, Jiayuan;  Qin, Wen;  Su, Qian;  Xu, Qiang;  Liu, Bing;  Jiang, Tianzi;  Yu, Chunshui
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Allen human brain atlas  COMT  Functional connectivity density  Functional magnetic resonance imaging  Haplotype  
Gray matter volume changes following antipsychotic therapy in first-episode schizophrenia patients: A longitudinal voxel-based morphometric study 期刊论文
JOURNAL OF PSYCHIATRIC RESEARCH, 2019, 卷号: 116, 页码: 126-132
Authors:  Guo, Fan;  Zhu, Yuan-Qiang;  Li, Chen;  Wang, Xing-Rui;  Wang, Hua-Ning;  Liu, Wen-Ming;  Wang, Liu-Xian;  Tian, Ping;  Kang, Xiao-Wei;  Cui, Long-Biao;  Xi, Yi-Bin;  Yin, Hong
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Schizophrenia  Voxel-based morphometry  Antipsychotics  Magnetic resonance imaging  First-episode  Gray matter volume  
Parallel group ICA plus ICA: Joint estimation of linked functional network variability and structural covariation with application to schizophrenia 期刊论文
HUMAN BRAIN MAPPING, 2019, 卷号: 40, 期号: 13, 页码: 3795-3809
Authors:  Qi, Shile;  Sui, Jing;  Chen, Jiayu;  Liu, Jingyu;  Jiang, Rongtao;  Silva, Rogers;  Iraji, Armin;  Damaraju, Eswar;  Salman, Mustafa;  Lin, Dongdong;  Fu, Zening;  Zhi, Dongmei;  Turner, Jessica A.;  Bustillo, Juan;  Ford, Judith M.;  Mathalon, Daniel H.;  Voyvodic, James;  McEwen, Sarah;  Preda, Adrian;  Belger, Aysenil;  Potkin, Steven G.;  Mueller, Bryon A.;  Adali, Tulay;  Calhoun, Vince D.
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group independent component analysis  multimodal fusion  parallel independent component analysis  schizophrenia  subjects' variability  temporal information  
Machine learning identifies unaffected first-degree relatives with functional network patterns and cognitive impairment similar to those of schizophrenia patients 期刊论文
HUMAN BRAIN MAPPING, 2019, 卷号: 40, 期号: 13, 页码: 3930-3939
Authors:  Jing, Rixing;  Li, Peng;  Ding, Zengbo;  Lin, Xiao;  Zhao, Rongjiang;  Shi, Le;  Yan, Hao;  Liao, Jinmin;  Zhuo, Chuanjun;  Lu, Lin;  Fan, Yong
Favorite  |  View/Download:4/0  |  Submit date:2019/12/16
cognitive impairment  functional networks  machine learning  pattern classification  resting-state functional magnetic resonance imaging  unaffected first-degree relatives  
Discriminating schizophrenia using recurrent neural network applied on time courses of multi-site FMRI data 期刊论文
EBIOMEDICINE, 2019, 卷号: 47, 页码: 543-552
Authors:  Yan, Weizheng;  Calhoun, Vince;  Song, Ming;  Cui, Yue;  Yan, Hao;  Liu, Shengfeng;  Fan, Lingzhong;  Zuo, Nianming;  Yang, Zhengyi;  Xu, Kaibin;  Yan, Jun;  Lv, Luxian;  Chen, Jun;  Chen, Yunchun;  Guo, Hua;  Li, Peng;  Lu, Lin;  Wan, Ping;  Wang, Huaning;  Wang, Huiling;  Yang, Yongfeng;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi;  Sui, Jing
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Recurrent neural network (RNN)  Schizophrenia  Multi-site classification  fMRI  Striatum  Cerebellum  Deep learning  
Hyperconnectivity in perisylvian language pathways in schizophrenia with auditory verbal hallucinations: A multi-site diffusion MRI study 期刊论文
SCHIZOPHRENIA RESEARCH, 2019, 卷号: 210, 页码: 262-269
Authors:  Xie, Sangma;  Liu, Bing;  Wang, Jiaojian;  Zhou, Yuan;  Cui, Yue;  Song, Ming;  Chen, Yunchun;  Li, Peng;  Lui, Lin;  Lv, Luxian;  Wang, Huaning;  Yan, Hao;  Yan, Jun;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi
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Schizophrenia  Auditory verbal hallucination  Perisylvian language pathways  Diffusion tensor imaging  Hyperconnectivity  Multi-site