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使用 Freesurfer 和体视学进行丘脑容积估计:方法间的一致性。

Volume estimation of the thalamus using freesurfer and stereology: consistency between methods.

机构信息

Department of Neurology, University of Münster, Münster, Germany.

出版信息

Neuroinformatics. 2012 Oct;10(4):341-50. doi: 10.1007/s12021-012-9147-0.

DOI:10.1007/s12021-012-9147-0
PMID:22481382
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3464372/
Abstract

Freely available automated MR image analysis techniques are being increasingly used to investigate neuroanatomical abnormalities in patients with neurological disorders. It is important to assess the specificity and validity of automated measurements of structure volumes with respect to reliable manual methods that rely on human anatomical expertise. The thalamus is widely investigated in many neurological and neuropsychiatric disorders using MRI, but thalamic volumes are notoriously difficult to quantify given the poor between-tissue contrast at the thalamic gray-white matter interface. In the present study we investigated the reliability of automatically determined thalamic volume measurements obtained using FreeSurfer software with respect to a manual stereological technique on 3D T1-weighted MR images obtained from a 3 T MR system. Further to demonstrating impressive consistency between stereological and FreeSurfer volume estimates of the thalamus in healthy subjects and neurological patients, we demonstrate that the extent of agreeability between stereology and FreeSurfer is equal to the agreeability between two human anatomists estimating thalamic volume using stereological methods. Using patients with juvenile myoclonic epilepsy as a model for thalamic atrophy, we also show that both automated and manual methods provide very similar ratios of thalamic volume loss in patients. This work promotes the use of FreeSurfer for reliable estimation of global volume in healthy and diseased thalami.

摘要

自由可用的自动化磁共振成像分析技术正越来越多地被用于研究神经障碍患者的神经解剖异常。评估结构体积的自动化测量的特异性和有效性非常重要,需要与依赖人类解剖专业知识的可靠手动方法相对照。使用 MRI 广泛研究了丘脑在许多神经和神经精神疾病中的作用,但由于在丘脑灰质-白质界面处组织对比度差,丘脑体积的定量一直是一个难题。在本研究中,我们使用 FreeSurfer 软件对 3D T1 加权磁共振图像进行了自动确定的丘脑体积测量的可靠性进行了研究,这些图像是从 3T MR 系统获得的。除了证明健康受试者和神经科患者的立体学和 FreeSurfer 丘脑体积估计之间具有令人印象深刻的一致性外,我们还证明了立体学和 FreeSurfer 之间的一致性程度与使用立体学方法估计丘脑体积的两名人类解剖学家之间的一致性程度相等。我们使用青少年肌阵挛性癫痫患者作为丘脑萎缩的模型,还表明自动和手动方法在患者中都提供了非常相似的丘脑体积损失比例。这项工作促进了 FreeSurfer 在健康和患病丘脑的整体体积可靠估计中的应用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0415/3464372/3df9f71bf7a0/12021_2012_9147_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0415/3464372/5a1479eac6ec/12021_2012_9147_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0415/3464372/a984aa6fce4b/12021_2012_9147_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0415/3464372/96a2a51e4c59/12021_2012_9147_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0415/3464372/3df9f71bf7a0/12021_2012_9147_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0415/3464372/5a1479eac6ec/12021_2012_9147_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0415/3464372/a984aa6fce4b/12021_2012_9147_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0415/3464372/96a2a51e4c59/12021_2012_9147_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0415/3464372/3df9f71bf7a0/12021_2012_9147_Fig4_HTML.jpg

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