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基于结构磁共振影像的脑区分割与阿尔茨海默症早期预测研究
学位论文
工学博士, 自动化研究所: 中国科学院大学, 2022
Authors:
赵元兴
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View/Download:2/0
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Submit date:2022/08/18
细粒度整脑分割
半监督学习
阿尔茨海默症早期预测
轻度认知障碍转化预测
自适应全局网络
Mapping relationships among schizophrenia, bipolar and schizoaffective disorders: A deep classification and clustering framework using fMRI time series
期刊论文
SCHIZOPHRENIA RESEARCH, 2022, 卷号: 245, 页码: 141-150
Authors:
Yan, Weizheng
;
Zhao, Min
;
Fu, Zening
;
Pearlson, Godfrey D.
;
Sui, Jing
;
Calhoun, Vince D.
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View/Download:9/0
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Submit date:2022/07/25
Deep learning
FMRI
Schizophrenia
Bipolar disorder
Schizoaffective disorder
Tract-specific white matter microstructural alterations in subjects with schizophrenia and unaffected first-degree relatives
期刊论文
BRAIN IMAGING AND BEHAVIOR, 2022, 页码: 10
Authors:
Xie, Sangma
;
Zhuo, Junjie
;
Song, Ming
;
Chu, Congying
;
Cui, Yue
;
Chen, Yunchun
;
Wang, Huaning
;
Li, Lihua
;
Jiang, Tianzi
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Submit date:2022/07/25
Schizophrenia
Unaffected first-degree relatives
Genetic predisposition
White matter tracts
Probabilistic tractography
Enhanced default mode network functional connectivity links with electroconvulsive therapy response in major depressive disorder
期刊论文
JOURNAL OF AFFECTIVE DISORDERS, 2022, 卷号: 306, 页码: 47-54
Authors:
Pang, Yajing
;
Wei, Qiang
;
Zhao, Shanshan
;
Li, Nan
;
Li, Zhihui
;
Lu, Fengmei
;
Pang, Jianyue
;
Zhang, Rui
;
Wang, Kai
;
Chu, Congying
;
Tian, Yanghua
;
Wang, Jiaojian
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Submit date:2022/07/25
Major depressive disorder
ECT
Functional connectivity
Prediction
Depressive symptom
神经网络结构快速搜索方法研究
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, 2022
Authors:
陈逸飞
Adobe PDF(6338Kb)
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Submit date:2022/06/14
深度学习
深度神经网络
神经网络结构自动搜索
肌肉骨骼机器人神经启发式分层运动学习研究
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, 2022
Authors:
周俊杰
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Submit date:2022/06/14
肌肉骨骼机器人系统
神经启发式算法
分层运动学习
行为决策
图自监督学习方法研究
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, 2022
Authors:
朱彦樵
Adobe PDF(3613Kb)
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View/Download:31/2
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Submit date:2022/06/13
图表达学习
自监督学习
无监督学习
对比学习
预测式学习
基于磁共振影像的脑龄预测与大脑发展老化模式研究
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, 2022
Authors:
胡天宇
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Submit date:2022/06/13
磁共振成像
脑龄预测
深度学习
大脑老化
个体差异
精神分裂症小脑结构与功能异常的多模态 MRI 解析
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, 2022
Authors:
柴霖
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View/Download:28/2
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Submit date:2022/06/17
小脑,精神分裂症,磁共振成像,标准化模型,损伤网络映射,形态学 测量,功能连接
基于Transformer与迁移学习的神经精神疾病分类研究
学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:
李超
Adobe PDF(3620Kb)
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View/Download:17/0
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Submit date:2022/06/24
深度学习
迁移学习
神经精神疾病
神经影像分析
大规模预训练