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Quantitative evaluation of high-density diffuse optical tomography: in vivo resolution and mapping performance

机译:高密度漫射光学层析成像的定量评估:体内分辨率和绘图性能

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摘要

Despite the unique brain imaging capabilities and advantages of functional near-infrared spectroscopy (fNIRS), including portability and comprehensive hemodynamic measurement, widespread acceptance in the neuroimaging community has been hampered by low spatial resolution and image localization errors. While recent technical developments such as high-density diffuse optical tomography (HD-DOT) have, in principle, been shown to have superior in silico image quality, the majority of optical imaging studies are still conducted with sparse fNIRS arrays, perhaps partially because the performance increases of HD-DOT appear incremental. Without a quantitative comparative analysis between HD-DOT and fNIRS, using both simulation and in vivo neuroimaging, the implications of the new HD-DOT technology have been difficult to judge. We present a quantitative comparison of HD-DOT and two commonly used fNIRS geometries using (1) standard metrics of image quality, (2) simulated brain mapping tasks, and (3) in vivo visual cortex mapping results in adult humans. The results show that better resolution and lower positional errors are achieved with HD-DOT and that these improvements provide a substantial advancement in neuroimaging capability. In particular, we demonstrate that HD-DOT enables detailed phase-encoded retinotopic mapping, while sparse arrays are limited to imaging individual block-design visual stimuli.
机译:尽管具有独特的大脑成像功能和功能性近红外光谱(fNIRS)的优势(包括便携性和全面的血液动力学测量),但低空间分辨率和图像定位错误已阻碍了神经影像界的广泛接受。原则上,尽管最近的技术发展(例如高密度漫射光学层析成像(HD-DOT))已显示出优异的计算机成像质量,但大多数光学成像研究仍使用稀疏的fNIRS阵列进行,这可能部分是因为HD-DOT的性能提高似乎是逐步的。如果没有使用模拟和体内神经成像技术对HD-DOT和fNIRS进行定量比较分析,则很难判断新的HD-DOT技术的含义。我们使用(1)图像质量的标准指标,(2)模拟的大脑映射任务以及(3)成年人体内的视觉皮层映射结果,对HD-DOT和两个常用的fNIRS几何进行定量比较。结果表明,使用HD-DOT可以实现更好的分辨率和更低的位置误差,并且这些改进为神经成像功能提供了实质性的进步。尤其是,我们证明了HD-DOT可以实现详细的相位编码视黄醛映射,而稀疏阵列仅限于对单个块设计视觉刺激进行成像。

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