ROI analysis

ROI 分析
  • 文章类型: Journal Article
    本研究旨在研究胶质瘤患者大脑感觉运动区域的结构重组,区分那些受损和未受损的力量。使用基于体素的形态测量(VBM)和感兴趣区域(ROI)分析,比较了主运动回的灰质体积(GMV),初级感觉回,电机前区域,双侧辅助电机区,和内侧Brodmann区域8(BA8)。结果显示,在右半球胶质瘤患者中,受损组的右侧内侧BA8体积明显大于未受损组,两组均超过16个健康对照(HCs)的体积。在左半球胶质瘤患者中,与未受损组相比,受损组的右辅助运动区(SMA)更为明显,两组均大于HCs。此外,两个受损组的右侧内侧BA8体积均大于HC.运动前区域的手和躯干相关皮质的灰质对侧扩张,中央前回,与HCs相比,观察到中央后回。此外,在手医学研究理事会(MRC)评分与对侧SMA和双侧内侧BA8体积之间呈负相关.值得注意的是,我们的研究结果揭示了两种分析方法在确定感觉运动皮层内显著的结构重组方面的一致结果.这些一致的发现强调了神经胶质瘤存在的适应性神经可塑性反应,强调进一步神经外科计划和康复策略的潜在兴趣领域。
    This study aims to investigate the structural reorganization in the sensorimotor area of the brain in patients with gliomas, distinguishing between those with impaired and unimpaired strength. Using voxel-based morphometry (VBM) and region of interest (ROI) analysis, gray matter volumes (GMV) were compared in the contralesional primary motor gyrus, primary sensory gyrus, premotor area, bilateral supplementary motor area, and medial Brodmann area 8 (BA8). The results revealed that in patients with right hemisphere gliomas, the right medial BA8 volume was significantly larger in the impaired group than in the unimpaired group, with both groups exceeding the volume in 16 healthy controls (HCs). In patients with left hemisphere gliomas, the right supplementary motor area (SMA) was more pronounced in the impaired group compared to the unimpaired group, and both groups were greater than HCs. Additionally, the volumes of the right medial BA8 in both the impaired group were greater than HCs. Contralateral expansions in the gray matter of hand- and trunk-related cortices of the premotor area, precentral gyrus, and postcentral gyrus were observed compared to HCs. Furthermore, a negative correlation was found between hand Medical Research Council (MRC) score and volumes of the contralateral SMA and bilateral medial BA8. Notably, our findings reveal consistent results across both analytical approaches in identifying significant structural reorganizations within the sensorimotor cortex. These consistent findings underscore the adaptive neuroplastic responses to glioma presence, highlighting potential areas of interest for further neurosurgical planning and rehabilitation strategies.
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  • 文章类型: Journal Article
    2011年,Brants等人。训练八个人成为Greeble专家,并发现神经元倒置效应[NIE;即,直立的梭形面部面积(FFA)活动较高,而不是倒置的格里布斯]。这些效果也被发现用于面部,训练前和训练后。Brants等人声称复制了Gauthier及其同事在1999年进行的开创性的Greeble训练研究。将这些结果解释为参与者在整个训练中将Greebles视为面孔,与最初的论点相反,受试者只有在训练后才能成为贪婪的专家。然而,Brants等人。\的索赔提出了两个问题。首先,他们的行为训练结果没有复制1997年和1998年Gauthier和Tarr的结果,这引起了人们对是否采用了正确的训练制度的担忧。第二,对FFA中NIE的文献综述和荟萃分析均表明其阳痿是面部(样)加工的指标.
    为了实证评估这些问题,本研究比较了1997年和1998年两种记录在案的训练范式Gauthier及其同事,并比较了它们对大脑的影响.
    招募了16名NCKU本科生和研究生(9名女生)。60名格林布尔样本按两种性别分类,五个家庭,六个层次。参与者被随机分为两组(一组用于所有三个级别的Greeble分类,另一组用于性别和个人级别的培训)。在不同的时间点执行了几项功能磁共振成像任务,具体来说,培训前(1),在培训期间(第二),并且通常在达到专业知识标准(第三)后没有<24小时。
    ROI分析结果显示Greebles的FFA显着增加,和清晰的神经适应,\"既只在Gauthier97组中,也只在训练后,反映了在“适当的”培训制度之后对丰富经验的明确调整。在这两组中,没有明确的NIE面孔,也没有发现Greebles,这也符合对现有研究进行这种比较的回顾。
    集体,这些结果使Brants等人背后的假设无效。\的发现。
    UNASSIGNED: In 2011, Brants et al. trained eight individuals to become Greeble experts and found neuronal inversion effects [NIEs; i.e., higher fusiform face area (FFA) activity for upright, rather than inverted Greebles]. These effects were also found for faces, both before and after training. By claiming to have replicated the seminal Greeble training study by Gauthier and colleagues in 1999, Brants et al. interpreted these results as participants viewing Greebles as faces throughout training, contrary to the original argument of subjects becoming Greeble experts only after training. However, Brants et al.\'s claim presents two issues. First, their behavioral training results did not replicate those of Gauthier and Tarr conducted in 1997 and 1998, raising concerns of whether the right training regime had been adopted. Second, both a literature review and meta-analysis of NIEs in the FFA suggest its impotency as an index of the face(-like) processing.
    UNASSIGNED: To empirically evaluate these issues, the present study compared two documented training paradigms Gauthier and colleagues in 1997 and 1998, and compared their impact on the brain.
    UNASSIGNED: Sixteen NCKU undergraduate and graduate students (nine girls) were recruited. Sixty Greeble exemplars were categorized by two genders, five families, and six individual levels. The participants were randomly divided into two groups (one for Greeble classification at all three levels and the other for gender- and individual-level training). Several fMRI tasks were administered at various time points, specifically, before training (1st), during training (2nd), and typically no <24 h after reaching expertise criterion (3rd).
    UNASSIGNED: The ROI analysis results showed significant increases in the FFA for Greebles, and a clear neural \"adaptation,\" both only in the Gauthier97 group and only after training, reflecting clear modulation of extensive experiences following an \"appropriate\" training regime. In both groups, no clear NIEs for faces nor Greebles were found, which was also in line with the review of extant studies bearing this comparison.
    UNASSIGNED: Collectively, these results invalidate the assumptions behind Brants et al.\'s findings.
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  • 文章类型: Journal Article
    Automatic identification and categorization of Alzheimer\'s patients and the ability to distinguish between different levels of this disease would be very helpful to the research community studying this disease since non-automatic approaches are both very time-consuming and highly dependent upon the experience of experts. Here, it is proposed that instantaneous cerebral phase and envelope information from functional magnetic resonance imaging data is of use to discriminate between Alzheimer\'s patients, mild cognitively impaired subjects and healthy individuals. Following a region-of-interest analysis of functional magnetic resonance imaging data, different features including power, entropy, and coherency features are derived from the instantaneous phase and envelope signal sequences. Various sets of features are calculated and fed to a sequential forward floating feature selection algorithm to identify the most discriminative and informative feature sets. A Student\'s t-test was employed to select the most relevant features from the sets. Finally, a K-nearest neighbor classifier is used to distinguish between classes in a three-class categorization problem. The reported performance in overall accuracy using functional magnetic resonance imaging data of 111 combined participants is 80.1% with 80.0% sensitivity for the distinction of both Alzheimer\'s and healthy categories. This is comparable to the state-of-the-art approaches recently proposed for this task. The significance of obtained results was statistically confirmed by the evaluation of standard classification performance indicators. Results illustrate that the analytic phase and envelope feature indices derived from the region of interest signals described here are significant discriminators suited to distinguish between Alzheimer patients and healthy subjects.
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  • 文章类型: Journal Article
    简介:“自主感觉子午线反应”(ASMR)是一种新词,用于描述深度放松和令人愉悦的头部刺痛的内部感觉,通常由柔和的声音刺激,轻触,和个人关注。方法:采用基于fMRI的方法来检查在观看ASMR视频并确定放松和刺痛的特定时刻时,对ASMR接受性进行预筛选(n=10)的受试者的大脑激活。结果:经历ASMR的受试者在与奖励(NAcc)和情绪唤醒(dACC和Insula/IFG)相关的区域中显示出显着的激活。ASMR期间的大脑激活与先前在音乐上观察到的模式以及从属行为相似。结论:这是第一个测量ASMR过程中各个大脑区域激活的研究,这些结果可能有助于揭示这种感觉的机制基础。
    Introduction : The \"autonomous sensory meridian response\" (ASMR) is a neologism used to describe an internal sensation of deep relaxation and pleasant head tingling which is often stimulated by gentle sounds, light touch, and personal attention. Methods : An fMRI-based methodology was employed to examine the brain activation of subjects prescreened for ASMR-receptivity (n=10) as they watched ASMR videos and identified specific moments of relaxation and tingling. Results : Subjects who experienced ASMR showed significant activation in regions associated with both reward (NAcc) and emotional arousal (dACC and Insula/IFG). Brain activation during ASMR showed similarities to patterns previously observed in musical frisson as well as affiliative behaviors. Conclusion : This is the first study to measure the activation of various brain regions during ASMR and these results may help to reveal the mechanistic underpinnings of this sensation.
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  • 文章类型: Journal Article
    由于受试者之间的解剖学变异性,许多大脑映射实验的分析集中在一些特定的感兴趣区域,以避免由于缺乏受试者之间的解剖学对应关系而导致的次优统计问题。由于整个皮层的实验效应的地形分布也经常引起人们的兴趣,经常进行两个单独的分析,一个仅在感兴趣的区域上,以及单独的“整个大脑”分析,具有不同大脑的次优空间对应关系。在本文中,我们提出了一种新的组对齐程序,从每个主题,来自标准定位器实验的宏观解剖(曲率)信息和功能信息。在指定适当的参数来衡量解剖和功能对齐力之后,我们能够创建一组皮质重建,该重建在解剖和功能区域方面都很好。我们观察到,在这种综合比对程序之后,功能区域的重叠增加以及组统计数据的改善。我们建议,使用此对齐方案,两个单独的分析可能是不必要的,因为两个分析都可以集成到一个单一的程序中。在整合的结构和功能比对之后,由于fCBA实现的感兴趣的功能区域的位置的空间变化的减少,能够以改进的统计灵敏度进行全脑分析。此外,局部和对齐的感兴趣区域附近的区域也将受益于集成对齐。
    Due to anatomical variability across subjects many brain mapping experiments have analysis focused on a few particular regions of interest so as to circumvent the problem of sub-optimal statistics resulting from the lack of anatomical correspondence across subjects. Since the topographic distribution of experimental effects across the cortex is also often of interest, two separate analyses are often conducted, one on the regions of interest alone, as well as a separate \'whole brain\' analysis with sub-optimal spatial correspondence across brains. In this paper we present a new group alignment procedure which incorporates, from each subject, both macro-anatomical (curvature) information and functional information from standard localizer experiments. After specifying appropriate parameters to weight anatomical and functional alignment forces, we were able to create a group cortical reconstruction which was well aligned in terms of both anatomical and functional areas. We observed an increase in the overlap of functional areas as well as an improvement in group statistics following this integrated alignment procedure. We propose that, using this alignment scheme, two separate analyses may not be necessary as both analyses can be integrated into a single procedure. After an integrated structural and functional alignment one is able to carry out a whole brain analysis with improved statistical sensitivity due to the reduction in spatial variation in the location of functional regions of interest which fCBA accomplishes. Furthermore, regions in the vicinity of localised and aligned regions-of-interest will also benefit from the integrated alignment.
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