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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:6/0
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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
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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
基于磁共振影像与多组学数据解析精神分裂症功能失连接生物学机制的研究
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:
王萌
Adobe PDF(7219Kb)
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Submit date:2022/06/16
精神分裂症
磁共振影像
多组学
跨尺度
失连接
基于多中心磁共振影像的阿尔茨海默病脑网络异常表征研究
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:
曲怡达
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Submit date:2022/06/16
阿尔茨海默病
弥散张量成像
白质纤维束
结构连接网络
结构功能耦合
基于脑网络和机器学习的脑动静脉畸形致痫风险研究
学位论文
工程硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:
廖小华
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Submit date:2022/06/15
脑动静脉畸形
癫痫
脑网络
机器学习
基于双模态脑信息融合的精细运动想象解码研究
学位论文
工学硕士学位, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:
吴晨瑶
Adobe PDF(9743Kb)
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Submit date:2022/06/17
运动想象
多模态融合
脑机接口
深度学习
Unrevealing Reliable Cortical Parcellation of Individual Brains Using Resting-State Functional Magnetic Resonance Imaging and Masked Graph Convolutions
期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 14
Authors:
Qiu, Wenyuan
;
Ma, Liang
;
Jiang, Tianzi
;
Zhang, Yu
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Submit date:2022/06/10
functional connectivity
cortical parcellation
intersubject variability
topographic variability
resting-state fMRI (rfMRI)
test-retest reliability
graph neural network
Multimodal Magnetic Resonance Imaging Reveals Aberrant Brain Age Trajectory During Youth in Schizophrenia Patients
期刊论文
FRONTIERS IN AGING NEUROSCIENCE, 2022, 卷号: 14, 页码: 11
Authors:
Huang, Jiayuan
;
Ke, Pengfei
;
Chen, Xiaoyi
;
Li, Shijia
;
Zhou, Jing
;
Xiong, Dongsheng
;
Huang, Yuanyuan
;
Li, Hehua
;
Ning, Yuping
;
Duan, Xujun
;
Li, Xiaobo
;
Zhang, Wensheng
;
Wu, Fengchun
;
Wu, Kai
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Submit date:2022/06/10
schizophrenia
accelerated brain aging
brain age gap
multimodal magnetic resonance imaging
machine learning
A two-center radiomic analysis for differentiating major depressive disorder using multi-modality MRI data under different parcellation methods
期刊论文
JOURNAL OF AFFECTIVE DISORDERS, 2022, 卷号: 300, 页码: 1-9
Authors:
Sun, Kai
;
Liu, Zhenyu
;
Chen, Guanmao
;
Zhou, Zhifeng
;
Zhong, Shuming
;
Tang, Zhenchao
;
Wang, Shuo
;
Zhou, Guifei
;
Zhou, Xuezhi
;
Shao, Lizhi
;
Ye, Xiaoying
;
Zhang, Yingli
;
Jia, Yanbin
;
Pan, Jiyang
;
Huang, Li
;
Liu, Xia
;
Liu, Jiangang
;
Tian, Jie
;
Wang, Ying
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Submit date:2022/02/16
Major depressive disorder
rs-fMRI
VBM
Radiomics
Classification