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基于RGB相机的漫反射光谱法对多种生理参数进行简单且经济实惠的成像。

Simple and affordable imaging of multiple physiological parameters with RGB camera-based diffuse reflectance spectroscopy.

作者信息

Nishidate Izumi, Minakawa Masashi, McDuff Daniel, Wares Md Abdul, Nakano Kazuya, Haneishi Hideaki, Aizu Yoshihisa, Niizeki Kyuichi

机构信息

Tokyo University of Agriculture and Technology, Graduate School of Bio-Applications & Systems Engineering, 2-24-16 Naka-cho, Koganei, Tokyo, 184-8588, Japan.

Microsoft Research, 4820 NE 36th Street, Building 99, Redmond, Washington 98052, USA.

出版信息

Biomed Opt Express. 2020 Jan 24;11(2):1073-1091. doi: 10.1364/BOE.382270. eCollection 2020 Feb 1.

Abstract

We propose a simple and affordable imaging technique to evaluate transcutaneously multiple physiological parameters by using a digital red-green-blue camera. In this method, the -values were converted into tristimulus values in the CIE (Commission Internationale de l'Eclairage) XYZ color space, which is compatible with the common color spaces. Monte Carlo simulation for light transport in biological tissue was then performed to specify the relationship among the -values and the concentrations of oxygenated hemoglobin, deoxygenated hemoglobin, bilirubin, and melanin. The concentration of total hemoglobin and tissue oxygen saturation were also calculated from the estimated concentrations of oxygenated and deoxygenated hemoglobin. experiments with bile duct ligation in rats demonstrated that the estimated bilirubin concentration increased after ligation of the bile duct and reached around 22 mg/dl at 116 h after the onset of ligation, which corresponds to the ground truth value of bilirubin measured by a commercially available transcutaneous bilirubinometer. Experiments with rats while varying the fraction of inspired oxygen demonstrated that oxygenated hemoglobin and deoxygenated hemoglobin decreased and increased, respectively, as the fraction of inspired oxygen decreased. Consequently, tissue oxygen saturation dramatically decreased. We further extended the method to a non-contact imaging photo-plethysmograph and estimation of the percutaneous oxygen saturation. An empirical formula to estimate percutaneous oxygen saturation was derived from the pulse wave amplitudes of oxygenated and deoxygenated hemoglobin. The estimated percutaneous oxygen saturation dropped remarkably when a faction of inspired oxygen was below 19%, indicating the onset of hypoxemia due to hypoxia, whereas the tissue oxygen saturation decreased gradually according to the reduction of the faction of inspired oxygen. The results in this study indicate the potential of this method for imaging of multiple physiological parameters in skin tissue and evaluating an optical biomedical imaging technique that enables cost-effective, easy-to-use, portable, remotely administered, and/or point-of-care solutions.

摘要

我们提出了一种简单且经济实惠的成像技术,通过使用数码红-绿-蓝相机经皮评估多个生理参数。在该方法中,将 - 值转换为国际照明委员会(CIE)XYZ 颜色空间中的三刺激值,该颜色空间与常见颜色空间兼容。然后进行生物组织中光传输的蒙特卡罗模拟,以确定 - 值与氧合血红蛋白、脱氧血红蛋白、胆红素和黑色素浓度之间的关系。还根据估计的氧合血红蛋白和脱氧血红蛋白浓度计算总血红蛋白浓度和组织氧饱和度。大鼠胆管结扎实验表明,胆管结扎后估计的胆红素浓度升高,结扎开始后 116 小时达到约 22mg/dl,这与商用经皮胆红素计测量的胆红素真实值相对应。在改变吸入氧分数的情况下对大鼠进行的实验表明,随着吸入氧分数降低,氧合血红蛋白和脱氧血红蛋白分别减少和增加。因此,组织氧饱和度显著降低。我们进一步将该方法扩展到非接触成像光电容积描记法和经皮氧饱和度估计。从氧合血红蛋白和脱氧血红蛋白的脉搏波振幅推导出了估计经皮氧饱和度的经验公式。当吸入氧分数低于 19%时,估计的经皮氧饱和度显著下降,表明由于缺氧导致低氧血症的发生,而组织氧饱和度根据吸入氧分数的降低而逐渐下降。本研究结果表明该方法在皮肤组织中对多个生理参数成像以及评估一种具有成本效益、易于使用、便携、可远程管理和/或即时护理解决方案的光学生物医学成像技术方面具有潜力。

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