中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
A Connectome Computation System for discovery science of brain

文献类型:期刊论文

作者Xi-Nian Zuo; Zhi Yang; Lili Jiang; Xi-Nian Zuo; Xi-Nian Zuo; Xi-Nian Zuo; Xi-Nian Zuo; Xi-Nian Zuo; Xi-Nian Zuo; Xi-Nian Zuo
刊名Science Bulletin
出版日期2015
卷号60期号:1页码:86-95
通讯作者邮箱zuoxn@psych.ac.cn
关键词Connectome Life span Big data Normative charts Discovery science
产权排序1
通讯作者Xi-Nian Zuo
合作状况国内
中文摘要Much like genomics, brain connectomics has rapidly become a core component of most national brain projects around the world. Beyond the ambitious aims of these projects, a fundamental challenge is the need for an efficient, robust, reliable and easy-to-use pipeline to mine such large neuroscience datasets. Here, we introduce a computational pipeline—namely the Connectome Computation System (CCS)—for discovery science of human brain connectomes at the macroscale with multimodal magnetic resonance imaging technologies. The CCS is designed with a three-level hierarchical structure that includes data cleaning and preprocessing, individual connectome mapping and connectome mining, and knowledge discovery. Several functional modules are embedded into this hierarchy to implement quality control procedures, reliability analysis and connectome visualization. We demonstrate the utility of the CCS based upon a publicly available dataset, the NKI–Rockland Sample, to delineate the normative trajectories of well-known large-scale neural networks across the natural life span (6–85 years of age). The CCS has been made freely available to the public via GitHub (https://github.com/zuoxinian/CCS) and our laboratory’s Web site (http://lfcd.psych.ac.cn/ccs.html) to facilitate progress in discovery science in the field of human brain connectomics.
学科主题认知神经科学
收录类别SCI
资助信息National Basic Research Program; National Natural Science Foundation of China; Chinese Academy of Sciences
原文出处http://link.springer.com/article/10.1007/s11434-014-0698-3
语种英语
公开日期2015-01-14
源URL[http://ir.psych.ac.cn/handle/311026/10184]  
专题心理研究所_认知与发展心理学研究室
通讯作者Xi-Nian Zuo; Xi-Nian Zuo; Xi-Nian Zuo; Xi-Nian Zuo; Xi-Nian Zuo; Xi-Nian Zuo; Xi-Nian Zuo; Xi-Nian Zuo; Xi-Nian Zuo; Xi-Nian Zuo
推荐引用方式
GB/T 7714
Xi-Nian Zuo,Zhi Yang,Lili Jiang,et al. A Connectome Computation System for discovery science of brain[J]. Science Bulletin,2015,60(1):86-95.
APA Xi-Nian Zuo.,Zhi Yang.,Lili Jiang.,Xi-Nian Zuo.,Xi-Nian Zuo.,...&Ting Xu.(2015).A Connectome Computation System for discovery science of brain.Science Bulletin,60(1),86-95.
MLA Xi-Nian Zuo,et al."A Connectome Computation System for discovery science of brain".Science Bulletin 60.1(2015):86-95.

入库方式: OAI收割

来源:心理研究所

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