tractography

纤维束造影
  • 文章类型: Journal Article
    目的:这篇综述旨在重新讨论关于基底节和丘脑在失语症状发生中的作用的主要理论,如通过常规神经影像学研究评估的,在皮质语言区没有大体解剖性病变的情况下。
    结果:语言处理和现代神经成像技术的新概念在解决当前主导理论之间的僵局方面取得了一些进展:(a)直接和特定的语言处理和(b)皮层下结构作为处理在领域通用功能中的中继。特别感兴趣的是基于功能磁共振成像(MRI)和纤维束成像的连通性研究,这些研究突出了白质通路病变对失语症发展和恢复的影响。连通性研究已经证明了弓状束(AF)的核心作用,下额叶枕骨束(IFOF),失语症的起源和钩束囊(UF)。关于丘脑,它通过调节额叶皮层参与词汇语义处理变得越来越明显。
    OBJECTIVE: This review aims to rediscuss the leading theories concerning the role of basal ganglia and the thalamus in the genesis of aphasic symptoms in the absence of gross anatomical lesions in cortical language areas as assessed by conventional neuroimaging studies.
    RESULTS: New concepts in language processing and modern neuroimaging techniques have enabled some progress in resolving the impasse between the current dominant theories: (a) direct and specific linguistic processing and (b) subcortical structures as processing relays in domain-general functions. Of particular interest are studies of connectivity based on functional magnetic resonance imaging (MRI) and tractography that highlight the impact of white matter pathway lesions on aphasia development and recovery. Connectivity studies have put into evidence the central role of the arcuate fasciculus (AF), inferior frontal occipital fasciculus (IFOF), and uncinate fasciculus (UF) in the genesis of aphasia. Regarding the thalamus, its involvement in lexical-semantic processing through modulation of the frontal cortex is becoming increasingly apparent.
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  • 文章类型: Journal Article
    目的:骶骨脊索瘤是生长缓慢但局部侵袭性肿瘤,如果不完全切除,局部复发率高。具有阴性切缘的手术切除代表了最重要的生存预测因子,但其可能是具有挑战性的。由于术中成像和手术技术的改进,通过广泛手术切缘的部分骶骨切除术进行整块切除术已变得可行,但其发病率很高。在本技术说明中,我们详细介绍了切除过程中使用的虚拟现实辅助手术计划。
    方法:一名70岁的患者采用前后两阶段手术方法对肿瘤进行整块切除。术前,基于MR和CT成像,设计了虚拟物体,代表肿瘤,周围的骨骼和神经血管结构。此3D模型用于规划边界良好的部分骶骨切除术和后部手术入路。在手术中对仪器进行了注册,允许肿瘤的实时可视化,神经血管结构,以及最佳切缘控制切除。
    结果:术后患者下肢完好无损,没有任何赤字,直到S1根。有意对S2-S5根部进行中-下截肢对于有自由边缘的广泛切除是必要的。在后续行动中,患者在S1皮刀上没有出现任何下肢运动缺陷,感觉功能得到改善。
    结论:三维虚拟现实辅助手术计划用于脊索瘤的神经导航囊切除术是有用的,可行和安全。这项技术可以增加外科医生进行更大的无缘切除的机会,从而降低神经血管损伤的风险。
    OBJECTIVE: Sacral chordomas are slow growing but locally aggressive tumours with a high rate of local recurrence if not completely removed. Surgical resection with negative margins represents the most important survival predictor but it can be challenging to accomplish. Thanks to improvements in intraoperative imaging and surgical techniques, en bloc resection through a partial sacral resection with wide surgical margins has become feasible but it comes with a significant morbidity rate. In this technical note we detail the virtual reality-assisted surgical planning used during resection.
    METHODS: A 70-year-old patient underwent en bloc resection of the tumor by an antero-posterior two-stage surgery approach. Pre-operatively, based on MR- and CT-imaging, virtual objects were designed, representing the tumour, the surrounding bone and the neurovascular structures. This 3D-model was used to plan the well delimited partial sacral resection and the posterior surgical approach. Intraoperatively the instruments were registered, allowing for a real-time visualization of the tumor, of the neurovascular structures, and for an optimal margin control resection.
    RESULTS: Postoperatively the patient was intact in the lower extremities, without any deficit up to S1 roots. An intentional middle-low sacral amputation of S2-S5 roots was necessary to have a wide resection with free margins. At follow-up, the patient did not present any lower extremities motor deficit with an improvement of sensory function on S1 dermatome.
    CONCLUSIONS: Three-dimensional virtual reality-assisted surgical planning for neuronavigated sacrectomy in chordoma is useful, feasible and safe. This technology can increase surgeon\'s chances to perform a larger margin-free resection decreasing the risk of neurovascular damage.
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  • 文章类型: Journal Article
    这项初步研究旨在通过为肿瘤切除提供预测要素,研究高角度分辨率扩散成像(HARDI)和脊髓束造影(SC)在治疗髓内肿瘤患者中的兴趣。8名患者被纳入一项前瞻性研究。使用3TMRI扫描仪以缩小的视野采集SC的HARDI图像。相反的相位编码方向允许失真校正。SC光纤跟踪使用确定性方法进行,提取张量度量。然后,绘制感兴趣的区域以追踪感兴趣的脊柱通路。通过提供有关脊髓白纤维的微结构组织的特征,HARDI和纤维束造影增加了价值。在SC肿瘤患者中,张量指标显示了微结构结构的显著变化,轴突密度,和有髓鞘的纤维(所有,p<0.0001)的脊髓白质。纤维束造影有助于区分肿瘤组织学类型(SC侵袭与被肿瘤推回),和脊髓束的分化使得能够确定肿瘤和SC之间的精确解剖关系,定义肿瘤可切除性。这项研究强调了在髓内肿瘤患者中使用HARDI和纤维束造影的价值,显示SC微结构的改变并区分脊髓束,以建立肿瘤可切除性的预测因素。
    This pilot study aimed to investigate the interest of high angular resolution diffusion imaging (HARDI) and tractography of the spinal cord (SC) in the management of patients with intramedullary tumors by providing predictive elements for tumor resection. Eight patients were included in a prospective study. HARDI images of the SC were acquired using a 3T MRI scanner with a reduced field of view. Opposed phase-encoding directions allowed distortion corrections. SC fiber tracking was performed using a deterministic approach, with extraction of tensor metrics. Then, regions of interest were drawn to track the spinal pathways of interest. HARDI and tractography added value by providing characteristics about the microstructural organization of the spinal white fibers. In patients with SC tumors, tensor metrics demonstrated significant changes in microstructural architecture, axonal density, and myelinated fibers (all, p < 0.0001) of the spinal white matter. Tractography aided in the differentiation of tumor histological types (SC-invaded vs. pushed back by the tumor), and differentiation of the spinal tracts enabled the determination of precise anatomical relationships between the tumor and the SC, defining the tumor resectability. This study underlines the value of using HARDI and tractography in patients with intramedullary tumors, to show alterations in SC microarchitecture and to differentiate spinal tracts to establish predictive factors for tumor resectability.
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  • 文章类型: Journal Article
    人类小脑通路的分裂对于促进我们对人脑的理解至关重要。现有的扩散磁共振成像纤维束分割方法已成功定义了主要的小脑纤维束,而仅仅依靠纤维束结构。然而,每个纤维束可以传递与小脑的多种认知和运动功能相关的信息。因此,考虑纤维束对个体运动和认知功能表现测量的潜在重要性,这可能是有益的。在这项工作中,我们提出了一种多模态数据驱动的小脑通路分割方法,其中包括微观结构和连通性的度量,以及个人功能绩效的衡量标准。我们的方法涉及首先训练多任务深度网络,以从一组纤维束结构特征中预测各种认知和运动测量。然后计算预测每个功能度量的每个结构特征的重要性,产生一组聚集到小脑小细胞通路的结构-功能显著性值。我们将我们的方法称为深度多模态显著性分组(DeepMSP),因为它计算预测认知和运动功能表现的结构测量的显著性,这些显著性被应用于分割任务。将DeepMSP应用于HumanConnectomeProject年轻成人研究的大规模数据集(n=1065),我们发现,识别多个小脑通路包裹是可行的,这些小脑通路包裹具有独特的结构-功能显著性模式,这些小脑通路包裹在训练褶皱间是稳定的.我们彻底试验了DeepMSP管道的所有阶段,包括网络选择,结构-功能显著性表示,聚类算法,和群集计数。我们发现,一维卷积神经网络架构和变压器网络架构在多任务耐久性预测方面表现相当。力量,读取解码,和词汇理解,这两种架构都优于完全连接的网络架构。定量实验表明,提出的低维显著性表示具有明确的运动与认知类别偏差的度量,可获得最佳的分割结果。而根据标准集群质量指标,包裹计数为4是最成功的。我们的结果表明,运动和认知显著性分布在小脑白质通路中。对最终k=4分组的检查显示,最高显著性部分对于运动和认知表现得分的预测都是最显著的,并且包括小脑中段和上段的部分。我们提出的基于显着性的分割框架,DeepMSP,启用多模态,数据驱动的纤维束成像分割。通过利用结构特征和功能性能度量,这种分割策略可能有可能增强对小脑通路结构-功能关系的研究.
    Parcellation of human cerebellar pathways is essential for advancing our understanding of the human brain. Existing diffusion magnetic resonance imaging tractography parcellation methods have been successful in defining major cerebellar fibre tracts, while relying solely on fibre tract structure. However, each fibre tract may relay information related to multiple cognitive and motor functions of the cerebellum. Hence, it may be beneficial for parcellation to consider the potential importance of the fibre tracts for individual motor and cognitive functional performance measures. In this work, we propose a multimodal data-driven method for cerebellar pathway parcellation, which incorporates both measures of microstructure and connectivity, and measures of individual functional performance. Our method involves first training a multitask deep network to predict various cognitive and motor measures from a set of fibre tract structural features. The importance of each structural feature for predicting each functional measure is then computed, resulting in a set of structure-function saliency values that are clustered to parcellate cerebellar pathways. We refer to our method as Deep Multimodal Saliency Parcellation (DeepMSP), as it computes the saliency of structural measures for predicting cognitive and motor functional performance, with these saliencies being applied to the task of parcellation. Applying DeepMSP to a large-scale dataset from the Human Connectome Project Young Adult study (n = 1065), we found that it was feasible to identify multiple cerebellar pathway parcels with unique structure-function saliency patterns that were stable across training folds. We thoroughly experimented with all stages of the DeepMSP pipeline, including network selection, structure-function saliency representation, clustering algorithm, and cluster count. We found that a 1D convolutional neural network architecture and a transformer network architecture both performed comparably for the multitask prediction of endurance, strength, reading decoding, and vocabulary comprehension, with both architectures outperforming a fully connected network architecture. Quantitative experiments demonstrated that a proposed low-dimensional saliency representation with an explicit measure of motor versus cognitive category bias achieved the best parcellation results, while a parcel count of four was most successful according to standard cluster quality metrics. Our results suggested that motor and cognitive saliencies are distributed across the cerebellar white matter pathways. Inspection of the final k = 4 parcellation revealed that the highest-saliency parcel was most salient for the prediction of both motor and cognitive performance scores and included parts of the middle and superior cerebellar peduncles. Our proposed saliency-based parcellation framework, DeepMSP, enables multimodal, data-driven tractography parcellation. Through utilising both structural features and functional performance measures, this parcellation strategy may have the potential to enhance the study of structure-function relationships of the cerebellar pathways.
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  • 文章类型: Journal Article
    接受性语言的神经生物学模型集中在左半球周围叶皮层上,假设小脑支持语言周围的认知过程,例如言语工作记忆。这项研究的目的是确定小脑的语言敏感区域,然后绘制这些区域的结构连通性图。分析了来自人类Connectome项目(HCP)的功能成像数据和扩散加权成像数据。我们发现(a)工作记忆,运动活动,和语言理解激活了小脑的部分重叠但大部分是独特的子区域;(b)小脑-丘脑-皮层回路的语言部分比小脑-皮层-小脑的语言部分更广泛;(c)从小脑到小脑的连通性存在额叶偏向;(d)有一定程度的小脑特异性;(e)对于某些小脑图片识别能力的个体差异与分数各向异性指标相关。这些发现可以洞悉小脑的结构连通性,这与人类独特的语言理解过程有关。
    Neurobiological models of receptive language have focused on the left-hemisphere perisylvian cortex with the assumption that the cerebellum supports peri-linguistic cognitive processes such as verbal working memory. The goal of this study was to identify language-sensitive regions of the cerebellum then map the structural connectivity profile of these regions. Functional imaging data and diffusion-weighted imaging data from the Human Connectome Project (HCP) were analyzed. We found that (a) working memory, motor activity, and language comprehension activated partially overlapping but mostly unique subregions of the cerebellum; (b) the linguistic portion of the cerebello-thalamo-cortical circuit was more extensive than the linguistic portion of the cortico-ponto-cerebellar tract; (c) there was a frontal-lobe bias in the connectivity from the cerebellum to the cerebrum; (d) there was some degree of specificity; and (e) for some cerebellar tracts, individual differences in picture identification ability covaried with fractional anisotropy metrics. These findings yield insights into the structural connectivity of the cerebellum as relates to the uniquely human process of language comprehension.
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  • 文章类型: Journal Article
    患有发育性语言障碍(DLD)的儿童无缘无故地努力学习母语。虽然对该疾病的神经生物学基础的研究集中在皮质纹状体系统的作用上,关于小脑在DLD中的作用知之甚少。皮质小脑回路可能与该疾病有关,因为它们有助于复杂的感觉运动技能学习,包括口语的习得。这里,我们使用来自77名典型发育中的儿童和54名患有DLD的儿童的弥散加权成像数据,并进行了概率纤维束成像来识别小脑的白质束:下,中间,和上小脑梗.DLD患儿在小脑下段(ICP)表现出较低的各向异性分数(FA),通过下橄榄到小脑进行运动和感觉输入的纤维束。DLD中的较低FA由较低的轴向扩散系数驱动。通过更复杂的扩散数据建模来进一步探索这一点,我们发现DLD患儿ICP的取向离散度较高,但神经突密度无差异。因此,降低的FA不太可能反映髓鞘形成的微观结构差异,相反,这些途径中轴突的组织被破坏。在我们的样本中,ICP微观结构与语言或运动协调能力无关。我们也没有发现中间和上花梗的差异,连接小脑和皮质的主要途径。最后,DLD的特征不是皮质小脑,而是非典型的小脑小脑白质连接,并表明小脑小脑系统参与言语和语言的习得和发展。
    Children with developmental language disorder (DLD) struggle to learn their native language for no apparent reason. While research on the neurobiological underpinnings of the disorder has focused on the role of corticostriatal systems, little is known about the role of the cerebellum in DLD. Corticocerebellar circuits might be involved in the disorder as they contribute to complex sensorimotor skill learning, including the acquisition of spoken language. Here, we used diffusion-weighted imaging data from 77 typically developing and 54 children with DLD and performed probabilistic tractography to identify the cerebellum\'s white matter tracts: the inferior, middle, and superior cerebellar peduncles. Children with DLD showed lower fractional anisotropy (FA) in the inferior cerebellar peduncles (ICP), fiber tracts that carry motor and sensory input via the inferior olive to the cerebellum. Lower FA in DLD was driven by lower axial diffusivity. Probing this further with more sophisticated modeling of diffusion data, we found higher orientation dispersion but no difference in neurite density in the ICP of children with DLD. Reduced FA is therefore unlikely to be reflecting microstructural differences in myelination, rather the organization of axons in these pathways is disrupted. ICP microstructure was not associated with language or motor coordination performance in our sample. We also found no differences in the middle and superior peduncles, the main pathways connecting the cerebellum with the cortex. To conclude, it is not corticocerebellar but atypical olivocerebellar white matter connections that characterize DLD and suggest the involvement of the olivocerebellar system in speech and language acquisition and development.
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  • 文章类型: Journal Article
    背景:扩散张量成像(DTI)可以表征受脑动静脉畸形(AVM)影响的雄辩白质束。然而,由于存在血液制品,DTI在破裂病例中的解释可能很困难。作者介绍了皮质脊髓束(CST)中小儿AVM破裂的情况,并讨论了DTI在不同时间点如何告知治疗。
    方法:一名9岁女性出现突发性头痛和左偏瘫。她被发现有Spetzler-Martin三级,在右侧尾状核和中心半卵中补充I级AVM,具有消除和相应的降低的分数各向异性(FA),纤维密度(FD),和DTI上相邻CST的道计数(TC)。患者保持稳定,并计划在6周后进行选择性切除术以促进血肿吸收。6周后,重复DTI显示完整CST纤维内的一部分nidus,FA有一致的改善,FD,和TC。考虑到Nidus的位置,CST完整性,和运动功能恢复,手术被推迟,有利于立体定向放射外科手术。
    结论:在破裂的AVM中,DTI最初可能会创建不完整的图片和关于白质束完整性的错误假设。如果延迟治疗适当,则应重复DTI,以确保做出明智的决定并防止可避免的永久性神经功能缺损。https://thejns.org/doi/10.3171/CASE24225.
    BACKGROUND: Diffusion tensor imaging (DTI) can characterize eloquent white matter tracts affected by brain arteriovenous malformations (AVMs). However, DTI interpretation can be difficult in ruptured cases due to the presence of blood products. The authors present the case of a ruptured pediatric AVM in the corticospinal tract (CST) and discuss how DTI at different time points informed the treatment.
    METHODS: A 9-year-old female presented with a sudden headache and left hemiparesis. She was found to have a Spetzler-Martin grade III, Supplementary grade I AVM in the right caudate and centrum semiovale, with obliteration and corresponding reduced fractional anisotropy (FA), fiber density (FD), and tract count (TC) of the adjacent CST on DTI. The patient remained stable and was scheduled for elective resection following a 6-week period to facilitate hematoma resorption. After 6 weeks, repeat DTI showed part of the nidus within intact CST fibers with concordant improvement in FA, FD, and TC. Considering the nidus location, CST integrity, and motor function recovery, surgery was deferred in favor of stereotactic radiosurgery.
    CONCLUSIONS: In ruptured AVMs, DTI may initially create an incomplete picture and false assumptions about white matter tract integrity. DTI should be repeated if delayed treatment is appropriate to ensure informed decision-making and prevent avoidable permanent neurological deficits. https://thejns.org/doi/10.3171/CASE24225.
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  • 文章类型: Journal Article
    手术岛叶癫痫(OIE)是一种罕见的疾病,在经过精心选择的病例中可以进行手术。尽管与OIE手术相关的神经系统并发症发生率很高,大多数术后缺陷完全迅速恢复。我们通过调查10例OIE手术后结构网络的纵向重组,为这种特殊的功能恢复模式提供了见解。
    在手术前(t0)和术后6个月(t1)和12个月(t2)进行结构T1和扩散加权MRI。这些图像是用原件处理的,综合结构连通性管道。使用我们的方法,我们在t0和t1时间点之间以及t1和t2时间点之间进行了比较,以表征进行性结构重塑。
    我们发现了一种广泛的术后变化模式,主要发生在手术半球,其中大部分包括连通性强度(CS)的降低和反映局部连通性的区域图论测度(rGTM)。我们还观察到CS和rGTM的增加主要在位于切除腔附近的区域和对侧健康半球中。最后,大多数结构变化出现在手术后的前六个月(即,在t0和t1之间)。
    据我们所知,这项研究首次描述了OIE手术后的结构连通性变化.我们的分析揭示的同侧连通性减少可能是由于术后癫痫发作控制后癫痫发作相关结构改变的逆转所致。此外,在周围切除区域和对侧半球的连接的加强可能与补偿性结构可塑性相容,该过程可能有助于局灶性癫痫患者手术岛叶切除术后的功能恢复。
    UNASSIGNED: Operculo-insular epilepsy (OIE) is a rare condition amenable to surgery in well-selected cases. Despite the high rate of neurological complications associated with OIE surgery, most postoperative deficits recover fully and rapidly. We provide insights into this peculiar pattern of functional recovery by investigating the longitudinal reorganization of structural networks after surgery for OIE in 10 patients.
    UNASSIGNED: Structural T1 and diffusion-weighted MRIs were performed before surgery (t0) and at 6 months (t1) and 12 months (t2) postoperatively. These images were processed with an original, comprehensive structural connectivity pipeline. Using our method, we performed comparisons between the t0 and t1 timepoints and between the t1 and t2 timepoints to characterize the progressive structural remodeling.
    UNASSIGNED: We found a widespread pattern of postoperative changes primarily in the surgical hemisphere, most of which consisted of reductions in connectivity strength (CS) and regional graph theoretic measures (rGTM) that reflect local connectivity. We also observed increases in CS and rGTMs predominantly in regions located near the resection cavity and in the contralateral healthy hemisphere. Finally, most structural changes arose in the first six months following surgery (i.e., between t0 and t1).
    UNASSIGNED: To our knowledge, this study provides the first description of postoperative structural connectivity changes following surgery for OIE. The ipsilateral reductions in connectivity unveiled by our analysis may result from the reversal of seizure-related structural alterations following postoperative seizure control. Moreover, the strengthening of connections in peri-resection areas and in the contralateral hemisphere may be compatible with compensatory structural plasticity, a process that could contribute to the recovery of functions seen following operculo-insular resections for focal epilepsy.
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  • 文章类型: Journal Article
    流线牵引成像局部跟踪从纤维取向分布(FOD)函数提取的峰值方向,缺乏关于整个纤维束趋势的全球信息。因此,它容易产生错误的轨道,而错过真正的正连接。在这项工作中,我们提出了一种新的基于束特异性束图分布(BTD)函数的束特异性束图成像(BST)方法,通过在光纤束掩模中结合全局信息,直接重建从起始区域到终止区域的光纤轨迹。提出了任何高阶流线微分方程的统一框架,以描述基于扩散矢量场定义的具有不相交流线的纤维束。在全球范围内,通过最小化能量优化模型,将纤维束成像过程简化为BTD系数的估计,并通过引入束束信息来提供解剖先验,从而在先验指导下表征BTD与扩散张量向量之间的关系。在模拟霍夫上进行了实验,Sine,圈数据,ISMRM2015Tractography挑战数据,FiberCup数据,以及来自人类连接体项目(HCP)的体内数据,用于定性和定量评估。结果表明,我们的方法可以更准确地重建复杂的纤维几何结构。BTD在局部水平上减少了误差偏差和积累,在重建远程,扭曲,和大扇面。
    Streamline tractography locally traces peak directions extracted from fiber orientation distribution (FOD) functions, lacking global information about the trend of the whole fiber bundle. Therefore, it is prone to producing erroneous tracks while missing true positive connections. In this work, we propose a new bundle-specific tractography (BST) method based on a bundle-specific tractogram distribution (BTD) function, which directly reconstructs the fiber trajectory from the start region to the termination region by incorporating the global information in the fiber bundle mask. A unified framework for any higher-order streamline differential equation is presented to describe the fiber bundles with disjoint streamlines defined based on the diffusion vectorial field. At the global level, the tractography process is simplified as the estimation of BTD coefficients by minimizing the energy optimization model, and is used to characterize the relations between BTD and diffusion tensor vector under the prior guidance by introducing the tractogram bundle information to provide anatomic priors. Experiments are performed on simulated Hough, Sine, Circle data, ISMRM 2015 Tractography Challenge data, FiberCup data, and in vivo data from the Human Connectome Project (HCP) for qualitative and quantitative evaluation. Results demonstrate that our approach reconstructs complex fiber geometry more accurately. BTD reduces the error deviation and accumulation at the local level and shows better results in reconstructing long-range, twisting, and large fanning tracts.
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  • 文章类型: Letter
    VandenHoven等人。质疑我对Wernicke关于弓形束状结构(AF)在文字制作中的作用的解释。这里,我澄清并捍卫我的解释。他们还质疑我现代账户中AF减法的假设,指出由于重叠的终止,减法很难在解剖学上区分。这里,我明确表示,终止合同的重叠实际上是我帐户的一部分,其中差异受损减法解释了患者的差异命名和重复表现以及重复表现的类型。
    Van den Hoven et al. contested my interpretation of Wernicke regarding the role of the arcuate fasciculus (AF) in word production. Here, I clarify and defend my interpretation. They also questioned the assumption of AF subtracts in my modern account, stating that subtracts are difficult to distinguish anatomically due to overlapping terminations. Here, I make clear that overlap in terminations was actually part of my account, in which differentially damaged subtracts explained patients\' differential naming and repetition performance as well as types of repetition performance.
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