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重度抑郁症及其无抽搐电休克治疗的大脑结构和功能研究
学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:
汪胜佩
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Submit date:2020/09/25
磁共振成像,重度抑郁症,无抽搐电休克治疗,大脑结构和功能可塑性, 多层图论关键词
脑白质高信号人群脑血流异常研究及ASL分析系统构建
学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:
任家骥
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Submit date:2020/08/05
轻度认知障碍
白质高信号
动脉质子自旋标记成像
脑血流量
ASL图像处理工具
Functional network connectivity (FNC)-based generative adversarial network (GAN) and its applications in classification of mental disorders
期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2020, 卷号: 341, 页码: 10
Authors:
Zhao, Jianlong
;
Huang, Jinjie
;
Zhi, Dongmei
;
Yan, Weizheng
;
Ma, Xiaohong
;
Yang, Xiao
;
Li, Xianbin
;
Ke, Qing
;
Jiang, Tianzi
;
Calhoun, Vince D.
;
Sui, Jing
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View/Download:29/0
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Submit date:2020/08/03
Resting-state fMRI
Generative adversarial networks (GAN)
Deep learning
Classification
Major depressive disorders
Schizophrenia
Transition and Dynamic Reconfiguration of Whole-Brain Network in Major Depressive Disorder
期刊论文
MOLECULAR NEUROBIOLOGY, 2020, 期号: 57, 页码: 4031-4044
Authors:
Wang, Shengpei
;
Wen, Hongwei
;
Hu, Xiaopeng
;
Xie, Peng
;
Qiu, Shuang
;
Qian, Yinfeng
;
Qiu, Jiang
;
He, Huiguang
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Submit date:2020/08/03
Resting-state fMRI
Major depressive disorder (MDD)
Hidden Markov model (HMM)
Brain network dynamic
Transition probability
基于深度学习的汉族人群脑龄预测模型构建与临床应用研究
学位论文
, 远程授予: 中国科学院大学, 2020
Authors:
饶光祥
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Submit date:2020/06/22
结构磁共振影像,脑龄预测,脑龄估值差,大脑发育老化,深度学习
基于多中心脑影像的阿尔茨海默病异常模式及分类研究
学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2020
Authors:
金丹
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Submit date:2020/06/07
阿尔茨海默, 磁共振成像,计算机辅助诊断, 脑结构和功能,荟萃分析
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
Adobe PDF(10953Kb)
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View/Download:88/2
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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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Adobe PDF(2715Kb)
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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
Adobe PDF(7050Kb)
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View/Download:72/2
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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
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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Adobe PDF(1446Kb)
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View/Download:42/6
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Submit date:2020/06/13
Connectome-based prediction
Functional connectivity
Gender difference
Individualized prediction
Intelligence