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Meta-Modal Information Flow: A Method for Capturing Multimodal Modular Disconnectivity in Schizophrenia
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2020, 卷号: 67, 期号: 9, 页码: 2572-2584
Authors:
Falakshahi, Haleh
;
Vergara, Victor M.
;
Liu, Jingyu
;
Mathalon, Daniel H.
;
Ford, Judith M.
;
Voyvodic, James
;
Mueller, Bryon A.
;
Belger, Aysenil
;
McEwen, Sarah
;
Potkin, Steven G.
;
Preda, Adrian
;
Rokham, Hooman
;
Sui, Jing
;
Turner, Jessica A.
;
Plis, Sergey
;
Calhoun, Vince D.
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View/Download:26/0
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Submit date:2020/09/28
Functional magnetic resonance imaging
Diseases
Graphical models
Psychiatry
Correlation
Translational research
Connectivity
covariance matrix
data fusion
default mode network
dMRI
fMRI
GGM
graphical model
joint estimation
partial correlation
precision matrix
sMRI
基于多中心功能磁共振影像的精神分裂症脑连接研究
学位论文
工学硕士, 北京: 中国科学院大学, 2020
Authors:
徐凯彬
Adobe PDF(3274Kb)
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View/Download:40/1
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Submit date:2020/09/09
精神分裂症
功能磁共振
功能连接
分类
批处理
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
Adobe PDF(56801Kb)
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Submit date:2020/01/11
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
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)
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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
基于磁共振成像的个体化脑图谱绘制及方法研究}
学位论文
, 中国科学院自动化所: 中国科学院自动化所, 2019
Authors:
张瀚天
Adobe PDF(13840Kb)
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Submit date:2019/06/14
磁共振成像,个体化脑图谱,有监督学习,纤维跟踪,扩散张量成像
基于磁共振成像的个体化脑功能和行为预测研究
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:
吴东亚
Adobe PDF(5920Kb)
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Submit date:2019/06/06
脑结构连接
脑功能
人类行为
个体化预测
磁共振成像
Linked 4-Way Multimodal Brain Differences in Schizophrenia in a Large Chinese Han Population
期刊论文
SCHIZOPHRENIA BULLETIN, 2019, 卷号: 45, 期号: 2, 页码: 436-449
Authors:
Liu, Shengfeng
;
Wang, Haiying
;
Song, Ming
;
Lv, Luxian
;
Cui, Yue
;
Liu, Yong
;
Fan, Lingzhong
;
Zuo, Nianming
;
Xu, Kaibin
;
Du, Yuhui
;
Yu, Qingbao
;
Luo, Na
;
Qi, Shile
;
Yang, Jian
;
Xie, Sangma
;
Li, Jian
;
Chen, Jun
;
Chen, Yunchun
;
Wang, Huaning
;
Guo, Hua
;
Wan, Ping
;
Yang, Yongfeng
;
Li, Peng
;
Lu, Lin
;
Yan, Hao
;
Yan, Jun
;
Wang, Huiling
;
Zhang, Hongxing
;
Zhang, Dai
;
Calhoun, Vince D.
;
Jiang, Tianzi
;
Sui, Jing
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Adobe PDF(1469Kb)
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View/Download:112/17
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Submit date:2019/07/12
multimodal fusion
resting-state fMRI
schizophrenia
auditory hallucination
functional network connectivity (FNC)
structural MRI
diffusion MRI
MCCA plus jICA
Age-related structural and functional variations in 5,967 individuals across the adult lifespan
期刊论文
Human Brain Mapping, 2019, 期号: 2020, 页码: 1-13
Authors:
Luo, Na
;
Sui, Jing
;
Anees Abrol
;
Lin, Dongdong
;
Chen, Jiayu
;
Victor M. Vergara
;
Fu, Zening
;
Du, Yuhui
;
Eswar Damaraju
;
Xu, Yong
;
Jessica A. Turner
;
Vince D. Calhoun
View
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Adobe PDF(3996Kb)
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View/Download:106/25
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Submit date:2020/01/14
adult lifespan, age-related variations, functional network connectivity, independent component analysis, multivariate linear regression model, structural network correlation
Brain Network Studies in Chronic Disorders of Consciousness: Advances and Perspectives
期刊论文
NEUROSCIENCE BULLETIN, 2018, 卷号: 34, 期号: 4, 页码: 592-604
Authors:
Song, Ming
;
Zhang, Yujin
;
Cui, Yue
;
Yang, Yi
;
Jiang, Tianzi
View
  |  
Adobe PDF(688Kb)
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View/Download:145/22
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Submit date:2018/10/10
Disorders Of Consciousness
Neuroimaging
Brain Network
Brainnetome
MicroRNA132 associated multimodal neuroimaging patterns in unmedicated major depressive disorder
期刊论文
BRAIN, 2018, 卷号: 141, 期号: 3, 页码: 916-926
Authors:
Qi, Shile
;
Yang, Xiao
;
Zhao, Liansheng
;
Calhoun, Vince D.
;
Perrone-Bizzozero, Nora
;
Liu, Shengfeng
;
Jiang, Rongtao
;
Jiang, Tianzi
;
Sui, Jing
;
Ma, Xiaohong
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View/Download:164/43
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Submit date:2018/03/08
Major Depressive Disorder
Microrna132
Supervised Multimodal Fusion
Fronto-limbic Network
Unmedicated