受试者特定信息可提高高密度弥散光学断层扫描的空间精确度。

IF 1.5 Q3 ERGONOMICS
Frontiers in neuroergonomics Pub Date : 2024-02-19 eCollection Date: 2024-01-01 DOI:10.3389/fnrgo.2024.1283290
Sruthi Srinivasan, Deepshikha Acharya, Emilia Butters, Liam Collins-Jones, Flavia Mancini, Gemma Bale
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引用次数: 0

摘要

功能性近红外光谱(fNIRS)是一种广泛应用的成像方法,可根据大脑血流动力学绘制大脑激活图。利用 fNIRS 数据准确量化大脑皮层激活在很大程度上取决于正确定位头皮表面光源和光电探测器位置的能力。不同参与者头部大小和形状的差异会极大地影响这些光点的精确位置,进而影响到达的皮层表面区域。因此,这种变化会影响试图探索特定皮层区域的近红外光谱研究得出的结论。为了保持每个近红外光谱通道的空间特性,必须考虑近红外光谱阵列注册中的受试者特异性差异。通过使用高密度漫反射光学断层扫描(HD-DOT),我们证明了在静息状态下记录的十名参与者使用同一 HD-DOT 阵列时的受试者间差异。我们还将使用特定受试者定位信息获得的三维图像重建结果与使用通用光节点位置获得的结果进行了比较。为了减少对所有参与者使用通用信息所带来的误差,我们使用摄影测量法来确定每个参与者的特定光点位置。本研究表明,在 HD-DOT 阵列的等效通道对哪些皮层区块进行采样方面,不同受试者之间存在很大差异。特别是,运动皮层记录的光点定位误差最大,通用光点和受试者特定光点之间的定位误差中位数为 27.4 毫米,导致包裹灵敏度的巨大差异。这些结果说明了在所有可穿戴 NIRS 实验中收集特定受试者光点位置的重要性,这样才能利用皮层包裹技术进行准确的组级分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Subject-specific information enhances spatial accuracy of high-density diffuse optical tomography.

Functional near-infrared spectroscopy (fNIRS) is a widely used imaging method for mapping brain activation based on cerebral hemodynamics. The accurate quantification of cortical activation using fNIRS data is highly dependent on the ability to correctly localize the positions of light sources and photodetectors on the scalp surface. Variations in head size and shape across participants greatly impact the precise locations of these optodes and consequently, the regions of the cortical surface being reached. Such variations can therefore influence the conclusions drawn in NIRS studies that attempt to explore specific cortical regions. In order to preserve the spatial identity of each NIRS channel, subject-specific differences in NIRS array registration must be considered. Using high-density diffuse optical tomography (HD-DOT), we have demonstrated the inter-subject variability of the same HD-DOT array applied to ten participants recorded in the resting state. We have also compared three-dimensional image reconstruction results obtained using subject-specific positioning information to those obtained using generic optode locations. To mitigate the error introduced by using generic information for all participants, photogrammetry was used to identify specific optode locations per-participant. The present work demonstrates the large variation between subjects in terms of which cortical parcels are sampled by equivalent channels in the HD-DOT array. In particular, motor cortex recordings suffered from the largest optode localization errors, with a median localization error of 27.4 mm between generic and subject-specific optodes, leading to large differences in parcel sensitivity. These results illustrate the importance of collecting subject-specific optode locations for all wearable NIRS experiments, in order to perform accurate group-level analysis using cortical parcellation.

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