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调制频率对高密度扩散光学层析成像图像质量影响的研究

Investigation of effect of modulation frequency on high-density diffuse optical tomography image quality.

作者信息

Fan Weihao, Dehghani Hamid, Eggebrecht Adam T

机构信息

Washington University, Department of Physics, St. Louis, Missouri, United States.

University of Birmingham, School of Computer Science, Birmingham, United Kingdom.

出版信息

Neurophotonics. 2021 Oct;8(4):045002. doi: 10.1117/1.NPh.8.4.045002. Epub 2021 Nov 24.

DOI:10.1117/1.NPh.8.4.045002
PMID:34849379
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8612746/
Abstract

By incorporating multiple overlapping functional near-infrared spectroscopy (fNIRS) measurements, high-density diffuse optical tomography (HD-DOT) images human brain function with fidelity comparable to functional magnetic resonance imaging (fMRI). Previous work has shown that frequency domain high-density diffuse optical tomography (FD-HD-DOT) may further improve image quality over more traditional continuous wave (CW) HD-DOT. : The effects of modulation frequency on image quality as obtainable with FD-HD-DOT is investigated through simulations with a realistic noise model of functional activations in human head models, arising from 11 source modulation frequencies between CW and 1000 MHz. : Simulations were performed using five representative head models with an HD regular grid of 158 light sources and 166 detectors and an empirically derived noise model. Functional reconstructions were quantitatively assessed with multiple image quality metrics including the localization error (LE), success rate, full width at half maximum, and full volume at half maximum (FVHM). All metrics were evaluated against CW-based models. : Compared to CW, localization accuracy is improved by >40% throughout brain depths of 13 to 25 mm below the surface with 300 to 500 MHz modulation frequencies. Additionally, the reliable field of view in brain tissue is enlarged by 35% to 48% within an optimal frequency of 300 MHz after considering realistic noise, depending on the dynamic range of the system. : These results point to the tremendous opportunities in further development of high bandwidth FD-HD-DOT system hardware for applications in human brain mapping.

摘要

通过合并多个重叠的功能近红外光谱(fNIRS)测量,高密度扩散光学断层扫描(HD-DOT)能够对人类大脑功能进行成像,其保真度与功能磁共振成像(fMRI)相当。先前的研究表明,与更传统的连续波(CW)HD-DOT相比,频域高密度扩散光学断层扫描(FD-HD-DOT)可能会进一步提高图像质量。通过对人体头部模型中功能激活的真实噪声模型进行模拟,研究了调制频率对FD-HD-DOT可获得的图像质量的影响,该噪声模型源于CW和1000 MHz之间的11个源调制频率。使用具有158个光源和166个探测器的HD规则网格的五个代表性头部模型以及根据经验得出的噪声模型进行模拟。使用包括定位误差(LE)、成功率、半高宽和半高全体积(FVHM)在内的多个图像质量指标对功能重建进行定量评估。所有指标均与基于CW的模型进行比较。与CW相比,在表面以下13至25毫米的整个脑深度范围内,使用300至500 MHz的调制频率时,定位精度提高了40%以上。此外,在考虑实际噪声后,在300 MHz的最佳频率范围内,脑组织中的可靠视野根据系统的动态范围扩大了35%至48%。这些结果表明,在进一步开发用于人类脑图谱应用的高带宽FD-HD-DOT系统硬件方面存在巨大机遇。

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