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National Institute of Mental Health[U01MH111826] 项目
项目编号: U01MH111826, 资助机构: National Institute of Mental Health, 2020-
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Electroconvulsive therapy treatment responsive multimodal brain networks 期刊论文
HUMAN BRAIN MAPPING, 2020, 页码: 11
Authors:  Qi, Shile;  Abbott, Christopher C.;  Narr, Katherine L.;  Jiang, Rongtao;  Upston, Joel;  McClintock, Shawn M.;  Espinoza, Randall;  Jones, Tom;  Zhi, Dongmei;  Sun, Hailun;  Yang, Xiao;  Sui, Jing;  Calhoun, Vince D.
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depressive episodes  electroconvulsive therapy  multimodal fusion  treatment response  
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  
A survey on big data-driven digital phenotyping of mental health 期刊论文
INFORMATION FUSION, 2019, 卷号: 52, 页码: 290-307
Authors:  Liang, Yunji;  Zheng, Xiaolong;  Zeng, Daniel D.
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Digital phenotyping  Big data  Mental health  Data mining  Information fusion  
ESI工程学领域热点论文(2019年11月) 其他
2019-11-25
Authors:  张桂英
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The scale-invariant, temporal profile of neuronal avalanches in relation to cortical gamma-oscillations 期刊论文
SCIENTIFIC REPORTS, 2019, 卷号: 9, 页码: 14
Authors:  Miller, Stephanie R.;  Yu, Shan;  Plenz, Dietmar
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Intramural Research Program of the National Institute of Mental Health, USA[ZIA MH00297] 项目
项目编号: ZIA MH00297, 资助机构: Intramural Research Program of the National Institute of Mental Health, USA, 2019-
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ScaleNet_ a convolutional network to extract multi-scale and fine-grained visual features 期刊论文
IEEE Access, 2019, 期号: 7, 页码: 147560-147570
Authors:  Zhang Jinpeng;  Zhang Jinming;  Hu Guyue;  Cheng Yang;  Yu Shan
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Image Classification  Convolutional Neural Networks  Resnet  Deconvolution  
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