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Knowledge Commons of Institute of Automation,CAS
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Machine Learning for Brain Imaging Genomics Methods: A Review
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 57-78
Authors:
Mei-Ling Wang
Adobe PDF(2285Kb)
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View/Download:11/2
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Submit date:2023/01/18
Brain imaging genomics
machine learning
multivariate analysis
association analysis
outcome prediction
Driving brain state transitions in major depressive disorder through external stimulation
期刊论文
Human Brain Mapping, 2022, 卷号: 43, 期号: 17, 页码: 5326-5339
Authors:
Shengpei Wang
;
Hongwei Wen
;
Shuang Qiu
;
Peng Xie
;
Jiang Qiu
;
Huiguang He
Adobe PDF(3245Kb)
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View/Download:10/1
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Submit date:2023/01/17
面向脑卒中患者的手部运动功能智能化定量评价研究
学位论文
, 2022
Authors:
李晨光
Adobe PDF(18761Kb)
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Submit date:2022/12/23
手部运动功能定量评价,运动学分析,数据增广,高斯混合模型,图卷 积网络
An fMRI Dataset for Concept Representation with Semantic Feature Annotations
期刊论文
SCIENTIFIC DATA, 2022, 卷号: 9, 期号: 1, 页码: 9
Authors:
Wang, Shaonan
;
Zhang, Yunhao
;
Zhang, Xiaohan
;
Sun, Jingyuan
;
Lin, Nan
;
Zhang, Jiajun
;
Zong, Chengqing
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View/Download:4/0
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Submit date:2023/01/09
基于脑网络组图谱的精神分裂症亚型研究
学位论文
, 2022
Authors:
时维阳
Adobe PDF(46558Kb)
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Submit date:2022/12/22
精神分裂症
异质性
亚型
影像-临床关联分析
影像-转录组关联分析
Unruptured brain arteriovenous malformations causing seizures localize to one common brain network
期刊论文
JOURNAL OF NEUROSCIENCE RESEARCH, 2022, 页码: 11
Authors:
Zhao, Shao-Zhi
;
Zhao, Yu-Xin
;
Liao, Xiao-Hua
;
Huo, Ran
;
Li, Hao
;
Jiao, Yu-Ming
;
Weng, Jian-Cong
;
Wang, Jie
;
Liu, Bing
;
Cao, Yong
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Submit date:2022/12/27
brain arteriovenous malformations
lesion network mapping
seizures
voxel-based lesion-symptom mapping
脑网络组图谱个体绘制方法及其在精准诊疗中的应用
学位论文
, 2022
Authors:
马亮
Adobe PDF(28073Kb)
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Submit date:2023/01/04
个体化脑图谱
脑区拓扑结构
疾病诊断
经颅磁刺激
刺激线圈位姿
Network localization of transient global amnesia beyond the hippocampus
期刊论文
NEUROLOGICAL SCIENCES, 2022, 页码: 9
Authors:
Wang, Tao
;
Xu, Yicheng
;
Li, Deying
;
Tu, Wenjun
;
Li, Yanan
;
Miao, Shuai
;
Li, Jilai
;
Wang, Peifu
;
Zhao, Fei
;
Fan, Lingzhong
;
Yu, Shengyuan
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Submit date:2022/11/14
Transient global amnesia
DMN
Lesion network mapping
BAI-Net: Individualized Anatomical Cerebral Cartography Using Graph Neural Network
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 1-12
Authors:
Ma L(马亮)
;
Zhang Y(张瑜)
;
Zhang HT(张瀚天)
;
Cheng LQ(程禄祺)
;
Yang ZY(杨正宜)
;
Lu YH(陆玉恒)
;
Shi WY(时维阳)
;
Li W(李雯)
;
Zhuo JJ(卓俊杰)
;
Wang JJ(王娇健)
;
Fan LZ(樊令仲)
;
Jiang TZ(蒋田仔)
Adobe PDF(16100Kb)
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Submit date:2023/01/04
anatomical connectivity fingerprints
heritability
individualized brain atlas
graph neural network
topography variability
Exploring the brain-like properties of deep neural networks: a neural encoding perspective
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455
Authors:
Qiongyi Zhou
;
Changde Du
;
Huiguang He
Adobe PDF(6004Kb)
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View/Download:8/1
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Submit date:2023/01/17