Saiko Gennadi
Department of Physics, Toronto Metropolitan University, Toronto, ON M5B 2K3, Canada.
Biomedicines. 2024 Aug 6;12(8):1784. doi: 10.3390/biomedicines12081784.
While pulse oximetry using remote photoplethysmography (rPPG) is used in medicine and consumer health, sound theoretical foundations for this methodology are not established. Similarly to traditional pulse oximetry, rPPG oximetry uses two wavelengths to calculate the tissue oxygenation using the so-called ratio-of-ratios, . However, the relationship between and tissue oxygenation has not been derived analytically. As such, rPPG oximetry relies mostly on empirical methods. This article aimed to build theoretical foundations for pulse oximetry in rPPG geometry. Using the perturbation approach in diffuse approximation for light propagation in tissues, we obtained an explicit expression of the AC/DC ratio for the rPPG signal. Based on this ratio, the explicit expression for "ratio-of-ratios" was obtained. We have simulated the dependence of "ratio-of-ratios" on arterial blood saturation across a wide range (SaO2 = 70-100%) for several commonly used R/IR light sources (660/780, 660/840, 660/880, and 660/940 nm) and found that the obtained relationship can be modeled by linear functions with an extremely good fit ( = 0.98-0.99) for all considered R/IR pairs. Moreover, the location of the pulsatile volume can be extracted from rPPG data. From experimental data, we found that the depth of blood pulsations in the human forehead can be estimated as 0.6 mm on the arterial side, which points to the papillary dermis/subpapillary vascular plexus origin of the pulsatile volume.
虽然利用远程光电容积脉搏波描记法(rPPG)的脉搏血氧测定法在医学和消费健康领域有应用,但该方法的坚实理论基础尚未确立。与传统脉搏血氧测定法类似,rPPG血氧测定法使用两个波长,通过所谓的比率之比来计算组织氧合。然而,比率之比与组织氧合之间的关系尚未通过解析推导得出。因此,rPPG血氧测定法主要依赖经验方法。本文旨在为rPPG几何结构中的脉搏血氧测定法建立理论基础。利用光在组织中传播的漫射近似中的微扰方法,我们得到了rPPG信号的交流/直流比率的显式表达式。基于该比率,获得了“比率之比”的显式表达式。我们模拟了几种常用的红光/红外光光源(660/780、660/840、660/880和660/940 nm)在较宽范围(动脉血氧饱和度SaO2 = 70 - 100%)内“比率之比”对动脉血氧饱和度的依赖性,发现对于所有考虑的红光/红外光对,所得到的关系都可以用线性函数进行建模,拟合度极高(相关系数 = 0.98 - 0.99)。此外,搏动容积的位置可以从rPPG数据中提取出来。从实验数据中,我们发现人类前额动脉侧血液搏动的深度估计为0.6毫米,这表明搏动容积起源于乳头层真皮/乳头下血管丛。