IEEE Trans Biomed Eng. 2022 Jun;69(6):1943-1953. doi: 10.1109/TBME.2021.3131353. Epub 2022 May 19.
Diffuse correlation spectroscopy (DCS) is an optical technique that allows for the non-invasive measurement of blood flow. Recent work has shown that utilizing longer wavelengths beyond the traditional NIR range provides a significant improvement to signal-to-noise ratio (SNR). However, current detectors both sensitive to longer wavelengths and suitable for clinical applications (InGaAs/InP SPADs) suffer from suboptimal afterpulsing and dark noise characteristics. To overcome these barriers, we introduce a cross correlation method to more accurately recover blood flow information using InGaAs/InP SPADs.
Two InGaAs/InP SPAD detectors were used for during in vitro and in vivo DCS measurements. Cross correlation of the photon streams from each detector was performed to calculate the correlation function. Detector operating parameters were varied to determine parameters which maximized measurement SNR.State-space modeling was performed to determine the detector characteristics at each operating point.
Evaluation of detector characteristics was performed across the range of operating conditions. Modeling the effects of the detector noise on the correlation function provided a method to correct the distortion of the correlation curve, yielding accurate recovery of flow information as confirmed by a reference detector.
Through a combination of cross-correlation of the signals from two detectors, model-based characterization of detector response, and optimization of detector operating parameters, the method allows for the accurate estimation of the true blood flow index.
This work presents a method by which DCS can be performed at longer NIR wavelengths with existing detector technology, taking advantage of the increased SNR.
漫反射相关光谱(DCS)是一种允许非侵入性测量血流的光学技术。最近的工作表明,利用传统近红外范围之外的更长波长可以显著提高信噪比(SNR)。然而,当前的探测器既对长波长敏感,又适合临床应用(InGaAs/InP SPAD),但存在后脉冲和暗噪声特性不理想的问题。为了克服这些障碍,我们引入了一种交叉相关方法,使用 InGaAs/InP SPAD 更准确地恢复血流信息。
在体外和体内 DCS 测量中使用了两个 InGaAs/InP SPAD 探测器。对每个探测器的光子流进行交叉相关,以计算相关函数。改变探测器的工作参数,以确定最大程度提高测量 SNR 的参数。对状态空间模型进行了分析,以确定每个工作点的探测器特性。
在各种工作条件下对探测器特性进行了评估。通过对探测器噪声对相关函数的影响进行建模,提供了一种校正相关曲线失真的方法,通过参考探测器对准确恢复流量信息进行了验证。
通过对两个探测器的信号进行交叉相关、基于模型的探测器响应特性的描述以及优化探测器的工作参数,该方法可以准确估计真实的血流指数。
这项工作提出了一种方法,利用现有的探测器技术,在更长的近红外波长下进行 DCS 测量,利用增加的 SNR。