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Fine-grained neural decoding with distributed word representations 期刊论文
INFORMATION SCIENCES, 2020, 卷号: 507, 页码: 256-272
Authors:  Wang, Shaonan;  Zhang, Jiajun;  Wang, Haiyan;  Lin, Nan;  Zong, Chengqing
View  |  Adobe PDF(2867Kb)  |  Favorite  |  View/Download:37/14  |  Submit date:2019/10/09
Neural decoding  fMRI word decoding  Word class  Stimuli paradigm  Word embedding models  Informative voxels  
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
Adobe PDF(5619Kb)  |  Favorite  |  View/Download:38/4  |  Submit date:2019/12/30
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
Adobe PDF(18620Kb)  |  Favorite  |  View/Download:28/1  |  Submit date:2020/01/14
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  
Corresponding anatomical and coactivation architecture of the human precuneus showing similar connectivity patterns with macaques 期刊论文
NEUROIMAGE, 2019, 卷号: 200, 页码: 562-574
Authors:  Wang, Jiaojian;  Becker, Benjamin;  Wang, Lijie;  Li, Hai;  Zhao, Xudong;  Jiang, Tianzi
Favorite  |  View/Download:8/0  |  Submit date:2019/12/16
Precuneus  Anatomical connectivity  Coactivation  Parcellation  Macaque  
Multi-modal Knowledge-aware Hierarchical Attention Network for Explainable Medical Question Answering 会议论文
, Nice, France, October 21 - 25, 2019
Authors:  Yingying Zhang;  Shengsheng Qian;  Quan Fang;  Changsheng Xu
View  |  Adobe PDF(4568Kb)  |  Favorite  |  View/Download:138/89  |  Submit date:2019/09/26
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.
Favorite  |  View/Download:8/0  |  Submit date:2019/12/16
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:6/0  |  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
Favorite  |  View/Download:8/0  |  Submit date:2019/12/16
Recurrent neural network (RNN)  Schizophrenia  Multi-site classification  fMRI  Striatum  Cerebellum  Deep learning  
Fine-Grained Parcellation of the Macaque Nucleus Accumbens by High-Resolution Diffusion Tensor Tractography 期刊论文
FRONTIERS IN NEUROSCIENCE, 2019, 卷号: 13, 页码: 12
Authors:  Xia, Xiaoluan;  Fan, Lingzhong;  Hou, Bing;  Zhang, Baogui;  Zhang, Dan;  Cheng, Chen;  Deng, Hongxia;  Dong, Yunyun;  Zhao, Xudong;  Li, Haifang;  Jiang, Tanzi
Favorite  |  View/Download:7/0  |  Submit date:2019/12/16
neuroimaging  connectivity  ventral striatum  medial shell  lateral shell