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本文引用的文献

1
Adding dynamics to the Human Connectome Project with MEG.在人类连接组计划中加入脑磁图的动态信息。
Neuroimage. 2013 Oct 15;80:190-201. doi: 10.1016/j.neuroimage.2013.05.056. Epub 2013 May 20.
2
Advances in diffusion MRI acquisition and processing in the Human Connectome Project.人类连接组计划中扩散磁共振成像采集和处理的进展。
Neuroimage. 2013 Oct 15;80:125-43. doi: 10.1016/j.neuroimage.2013.05.057. Epub 2013 May 20.
3
Pushing spatial and temporal resolution for functional and diffusion MRI in the Human Connectome Project.推动人类连接组计划中功能和扩散磁共振成像的空间和时间分辨率。
Neuroimage. 2013 Oct 15;80:80-104. doi: 10.1016/j.neuroimage.2013.05.012. Epub 2013 May 21.
4
The WU-Minn Human Connectome Project: an overview.《WU-Minn 人类连接组计划:概述》。
Neuroimage. 2013 Oct 15;80:62-79. doi: 10.1016/j.neuroimage.2013.05.041. Epub 2013 May 16.
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Function in the human connectome: task-fMRI and individual differences in behavior.人类连接组中的功能:任务 fMRI 与行为的个体差异。
Neuroimage. 2013 Oct 15;80:169-89. doi: 10.1016/j.neuroimage.2013.05.033. Epub 2013 May 16.
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The minimal preprocessing pipelines for the Human Connectome Project.人类连接组计划的最小预处理管道。
Neuroimage. 2013 Oct 15;80:105-24. doi: 10.1016/j.neuroimage.2013.04.127. Epub 2013 May 11.
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Obscuring surface anatomy in volumetric imaging data.容积成像数据中表面解剖结构的遮蔽。
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Temporally-independent functional modes of spontaneous brain activity.自发脑活动的时间独立功能模式。
Proc Natl Acad Sci U S A. 2012 Feb 21;109(8):3131-6. doi: 10.1073/pnas.1121329109. Epub 2012 Feb 7.
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Function biomedical informatics research network recommendations for prospective multicenter functional MRI studies.功能生物医学信息学研究网络对未来多中心功能磁共振成像研究的建议。
J Magn Reson Imaging. 2012 Jul;36(1):39-54. doi: 10.1002/jmri.23572. Epub 2012 Feb 7.
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Impact of in-scanner head motion on multiple measures of functional connectivity: relevance for studies of neurodevelopment in youth.在扫描过程中头部运动对多种功能连接测量的影响:对青少年神经发育研究的相关性。
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人类连接组计划信息学:质量控制、数据库服务和数据可视化。

Human Connectome Project informatics: quality control, database services, and data visualization.

机构信息

Department of Radiology, Washington University School of Medicine, St. Louis, MO 63110, USA.

出版信息

Neuroimage. 2013 Oct 15;80:202-19. doi: 10.1016/j.neuroimage.2013.05.077. Epub 2013 May 24.

DOI:10.1016/j.neuroimage.2013.05.077
PMID:23707591
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3845379/
Abstract

The Human Connectome Project (HCP) has developed protocols, standard operating and quality control procedures, and a suite of informatics tools to enable high throughput data collection, data sharing, automated data processing and analysis, and data mining and visualization. Quality control procedures include methods to maintain data collection consistency over time, to measure head motion, and to establish quantitative modality-specific overall quality assessments. Database services developed as customizations of the XNAT imaging informatics platform support both internal daily operations and open access data sharing. The Connectome Workbench visualization environment enables user interaction with HCP data and is increasingly integrated with the HCP's database services. Here we describe the current state of these procedures and tools and their application in the ongoing HCP study.

摘要

人类连接组计划(HCP)制定了协议、标准操作和质量控制程序,以及一套信息学工具,以实现高通量数据采集、数据共享、自动化数据处理和分析,以及数据挖掘和可视化。质量控制程序包括保持数据采集随时间一致性的方法,测量头部运动的方法,以及建立定量的模态特定整体质量评估的方法。作为 XNAT 成像信息学平台定制开发的数据库服务,既支持内部日常运营,也支持开放访问数据共享。Connectome Workbench 可视化环境支持用户与 HCP 数据进行交互,并且越来越多地与 HCP 的数据库服务集成。本文描述了这些程序和工具的当前状态及其在正在进行的 HCP 研究中的应用。