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脑网络组研究 [7]
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基于多模态脑影像的个体指标预测方法及其临床应用
学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:
姜荣涛
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Submit date:2020/06/13
磁共振影像
脑功能连接
个体化预测
抑郁症
回归分析
The relevance of transdiagnostic shared networks to the severity of symptoms and cognitive deficits in schizophrenia: a multimodal brain imaging fusion study
期刊论文
TRANSLATIONAL PSYCHIATRY, 2020, 卷号: 10, 期号: 1, 页码: 10
Authors:
Qi, Shile
;
Bustillo, Juan
;
Turner, Jessica A.
;
Jiang, Rongtao
;
Zhi, Dongmei
;
Fu, Zening
;
Deramus, Thomas P.
;
Vergara, Victor
;
Ma, Xiaohong
;
Yang, Xiao
;
Stevens, Mike
;
Zhuo, Chuanjun
;
Xu, Yong
;
Calhoun, Vince D.
;
Sui, Jing
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Submit date:2020/06/22
schizophrenia
multimodal fusion
基于磁共振影像的抑郁症电休克治疗疗效预测及预后研究
学位论文
工学硕士, 远程答辩: 中国科学院大学, 2020
Authors:
孙海伦
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Submit date:2020/06/12
电休克疗法
重度抑郁症
磁共振影像
个体化预测
多模态融合
生物标记物
Neuroimaging-based Individualized Prediction of Cognition and Behavior for Mental Disorders and Health: Methods and Promises
期刊论文
BIOLOGICAL PSYCHIATRY, 2020, 期号: NA, 页码: 1-11
Authors:
Sui, Jing
;
Jiang, Rongtao
;
Bustillo, Juan
;
Calhoun, Vince D.
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Submit date:2020/06/13
Biomarker
Cognition
Individualized prediction
Mental disorder
Multivariate analyses
Regression
Gender Differences in Connectome-based Predictions of Individualized Intelligence Quotient and Sub-domain Scores
期刊论文
CEREBRAL CORTEX, 2020, 卷号: 30, 期号: 3, 页码: 888-900
Authors:
Jiang, Rongtao
;
Calhoun, Vince D.
;
Fan, Lingzhong
;
Zuo, Nianming
;
Jung, Rex
;
Qi, Shile
;
Lin, Dongdong
;
li, Jin
;
Zhuo, Chuanjun
;
Song, Ming
;
Fu, Zening
;
Jiang, Tianzi
;
Sui, Jing
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Submit date:2020/06/13
Connectome-based prediction
Functional connectivity
Gender difference
Individualized prediction
Intelligence
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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Submit date:2019/07/12
multimodal fusion
resting-state fMRI
schizophrenia
auditory hallucination
functional network connectivity (FNC)
structural MRI
diffusion MRI
MCCA plus jICA
Multimodal data revealed different neurobiological correlates of intelligence between males and females
期刊论文
BRAIN IMAGING AND BEHAVIOR, 2019, 卷号: 14, 期号: NA, 页码: 1-15
Authors:
Jiang, Rongtao
;
Calhoun, Vince D.
;
Cui, Yue
;
Qi, Shile
;
Zhuo, Chuanjun
;
Li, Jin
;
Jung, Rex
;
Yang, Jian
;
Du, Yuhui
;
Jiang, Tianzi
;
Sui, Jing
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Adobe PDF(3381Kb)
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View/Download:33/5
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Submit date:2020/06/13
Connectome-based predictive modeling
Gender difference
Individualized prediction
Intelligence quotient
Multimodal
Machine learning in major depression: From classification to treatment outcome prediction
期刊论文
CNS NEUROSCIENCE & THERAPEUTICS, 2018, 卷号: 24, 期号: 11, 页码: 1037-1052
Authors:
Gao, Shuang
;
Calhoun, Vince D.
;
Sui, Jing
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Submit date:2019/01/08
classification
machine learning
magnetic resonance imaging
major depressive disorder
review
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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Adobe PDF(1019Kb)
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View/Download:160/42
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Submit date:2018/03/08
Major Depressive Disorder
Microrna132
Supervised Multimodal Fusion
Fronto-limbic Network
Unmedicated
有监督的多模态数据融合方法及其在脑疾病影像学标记检测中的应用
学位论文
, 北京: 中国科学院研究生院, 2017
Authors:
戚世乐
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Submit date:2018/01/26
有监督的多模态融合
精神分裂症
抑郁症
认知损伤
Microrna132