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人类连接组计划中扩散磁共振成像采集和处理的进展。

Advances in diffusion MRI acquisition and processing in the Human Connectome Project.

机构信息

Centre for Functional Magnetic Resonance Imaging of the Brain, University of Oxford, Oxford, UK.

出版信息

Neuroimage. 2013 Oct 15;80:125-43. doi: 10.1016/j.neuroimage.2013.05.057. Epub 2013 May 20.

Abstract

The Human Connectome Project (HCP) is a collaborative 5-year effort to map human brain connections and their variability in healthy adults. A consortium of HCP investigators will study a population of 1200 healthy adults using multiple imaging modalities, along with extensive behavioral and genetic data. In this overview, we focus on diffusion MRI (dMRI) and the structural connectivity aspect of the project. We present recent advances in acquisition and processing that allow us to obtain very high-quality in-vivo MRI data, whilst enabling scanning of a very large number of subjects. These advances result from 2 years of intensive efforts in optimising many aspects of data acquisition and processing during the piloting phase of the project. The data quality and methods described here are representative of the datasets and processing pipelines that will be made freely available to the community at quarterly intervals, beginning in 2013.

摘要

人类连接组计划(HCP)是一项为期五年的合作研究,旨在绘制健康成年人的大脑连接图及其变异性。一个 HCP 研究人员联盟将使用多种成像模式以及广泛的行为和遗传数据来研究 1200 名健康成年人的群体。在本概述中,我们重点介绍弥散磁共振成像(dMRI)和项目的结构连接方面。我们介绍了在项目试点阶段通过优化数据采集和处理的许多方面而取得的最新进展,这些进展使我们能够获得非常高质量的体内 MRI 数据,同时能够对大量的受检者进行扫描。这里描述的数据质量和方法代表了将从 2013 年开始每季度向社区免费提供的数据集和处理管道。

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本文引用的文献

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The Human Connectome Project and beyond: initial applications of 300 mT/m gradients.
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Pushing the limits of in vivo diffusion MRI for the Human Connectome Project.
Neuroimage. 2013 Oct 15;80:220-33. doi: 10.1016/j.neuroimage.2013.05.078. Epub 2013 May 24.
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Neuroimage. 2013 Oct 15;80:80-104. doi: 10.1016/j.neuroimage.2013.05.012. Epub 2013 May 21.
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Neuroimage. 2013 Oct 15;80:144-68. doi: 10.1016/j.neuroimage.2013.05.039. Epub 2013 May 20.
6
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Neuroimage. 2013 Oct 15;80:62-79. doi: 10.1016/j.neuroimage.2013.05.041. Epub 2013 May 16.
7
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Neuroimage. 2013 Oct 15;80:105-24. doi: 10.1016/j.neuroimage.2013.04.127. Epub 2013 May 11.
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Accelerating fibre orientation estimation from diffusion weighted magnetic resonance imaging using GPUs.
PLoS One. 2013 Apr 29;8(4):e61892. doi: 10.1371/journal.pone.0061892. Print 2013.

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