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Assessing the significance of focal activations using their spatial extent.使用激活灶的空间范围来评估其显著性。
Hum Brain Mapp. 1994;1(3):210-20. doi: 10.1002/hbm.460010306.
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fMRI activation pattern recognition: A novel application of PCA in language network of pediatric localization related epilepsy.功能磁共振成像激活模式识别:主成分分析在小儿定位相关癫痫语言网络中的新应用。
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Limitations to plasticity of language network reorganization in localization related epilepsy.定位相关癫痫中语言网络重组可塑性的局限性
Brain. 2009 Feb;132(Pt 2):347-56. doi: 10.1093/brain/awn329. Epub 2008 Dec 5.
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Cortical language localization in left, dominant hemisphere. An electrical stimulation mapping investigation in 117 patients. 1989.左侧优势半球的皮质语言定位。对117例患者的电刺激图谱研究。1989年。
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Atypical language in lesional and nonlesional complex partial epilepsy.病灶性和非病灶性复杂部分性癫痫中的非典型语言表现
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Group analysis and the subject factor in functional magnetic resonance imaging: analysis of fifty right-handed healthy subjects in a semantic language task.功能磁共振成像中的组分析与主体因素:对50名右利手健康受试者进行语义语言任务的分析。
Hum Brain Mapp. 2008 Apr;29(4):461-77. doi: 10.1002/hbm.20410.

儿童局灶性相关癫痫的语言网络重组的亚模式:一项多中心研究。

Sub-patterns of language network reorganization in pediatric localization related epilepsy: a multisite study.

机构信息

College of Engineering and Computing, Florida International University, 10555 W. Flagler Street, Miami, FL 33174, USA.

出版信息

Hum Brain Mapp. 2011 May;32(5):784-99. doi: 10.1002/hbm.21066.

DOI:10.1002/hbm.21066
PMID:21484949
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3640868/
Abstract

To study the neural networks reorganization in pediatric epilepsy, a consortium of imaging centers was established to collect functional imaging data. Common paradigms and similar acquisition parameters were used. We studied 122 children (64 control and 58 LRE patients) across five sites using EPI BOLD fMRI and an auditory description decision task. After normalization to the MNI atlas, activation maps generated by FSL were separated into three sub-groups using a distance method in the principal component analysis (PCA)-based decisional space. Three activation patterns were identified: (1) the typical distributed network expected for task in left inferior frontal gyrus (Broca's) and along left superior temporal gyrus (Wernicke's) (60 controls, 35 patients); (2) a variant left dominant pattern with greater activation in IFG, mesial left frontal lobe, and right cerebellum (three controls, 15 patients); and (3) activation in the right counterparts of the first pattern in Broca's area (one control, eight patients). Patients were over represented in Groups 2 and 3 (P < 0.0004). There were no scanner (P = 0.4) or site effects (P = 0.6). Our data-driven method for fMRI activation pattern separation is independent of a priori notions and bias inherent in region of interest and visual analyses. In addition to the anticipated atypical right dominant activation pattern, a sub-pattern was identified that involved intensity and extent differences of activation within the distributed left hemisphere language processing network. These findings suggest a different, perhaps less efficient, cognitive strategy for LRE group to perform the task.

摘要

为了研究儿科癫痫中的神经网络重组,成立了一个成像中心联盟来收集功能成像数据。使用了常见的范式和相似的采集参数。我们使用 EPI BOLD fMRI 和听觉描述决策任务研究了五个地点的 122 名儿童(64 名对照组和 58 名 LRE 患者)。在归一化到 MNI 图谱后,使用基于 FSL 的激活图通过主成分分析(PCA)决策空间中的距离方法分为三个子组。确定了三种激活模式:(1)在左额下回(Broca's)和左颞上回(Wernicke's)预期的典型分布式网络(60 名对照,35 名患者);(2)一个变体左侧优势模式,在 IFG、内侧左额叶和右侧小脑中有更大的激活(三个对照,15 名患者);(3)Broca 区第一个模式的右侧对应物的激活(一名对照,八名患者)。患者在第 2 组和第 3 组中的代表人数更多(P < 0.0004)。没有扫描仪(P = 0.4)或地点效应(P = 0.6)。我们用于 fMRI 激活模式分离的基于数据的方法独立于 ROI 和视觉分析中固有的先验概念和偏差。除了预期的非典型右侧优势激活模式外,还确定了一种涉及分布式左侧语言处理网络内激活强度和范围差异的子模式。这些发现表明 LRE 组执行任务的认知策略不同,也许效率更低。