Dual-ratio approach to pulse oximetry and the effect of skin tone.

IF 3 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Journal of Biomedical Optics Pub Date : 2024-06-01 Epub Date: 2024-10-12 DOI:10.1117/1.JBO.29.S3.S33311
Giles Blaney, Jodee Frias, Fatemeh Tavakoli, Angelo Sassaroli, Sergio Fantini
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引用次数: 0

Abstract

Significance: Pulsatile blood oxygen saturation ( SpO 2 ) via pulse oximetry is a valuable clinical metric for assessing oxygen delivery. Individual anatomical features, including skin tone, may affect current optical pulse oximetry methods.

Aim: We developed an optical pulse oximetry method based on dual-ratio (DR) measurements to suppress individual anatomical confounds on SpO 2 .

Approach: We designed a DR-based finger pulse oximeter, hypothesizing that DR would suppress confounds from optical coupling and superficial tissue absorption. This method is tested using Monte Carlo simulations and in vivo experiments.

Results: Different melanosome volume fractions in the epidermis, a surrogate for skin tone, cause changes in the recovered SpO 2 on the order of 1% in simulation and in vivo. Different heterogeneous pulsatile hemodynamics cause greater changes on the order of 10% in simulations. SpO 2 recovered with DR measurements showed less variability than the traditional single-distance (SD) transmission method.

Conclusions: For the models and methods considered here, SpO 2 measurements are strongly impacted by heterogeneous pulsatile hemodynamics. This variability may be larger than the skin tone bias, which is a known confound in SpO 2 measurements. The partial suppression of variability in the SpO 2 recovered by DR suggests the promise of DR for pulse oximetry.

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脉搏氧饱和度的双比例方法和肤色的影响。
意义重大:脉冲血氧饱和度(SpO 2)是评估供氧量的重要临床指标。目的:我们开发了一种基于双比率(DR)测量的光学脉搏血氧仪方法,以抑制 SpO 2 的个体解剖学干扰:我们设计了一种基于 DR 的手指脉搏血氧仪,假设 DR 可以抑制光学耦合和表层组织吸收造成的干扰。我们使用蒙特卡罗模拟和活体实验对该方法进行了测试:结果:表皮中不同的黑色素体体积分数(肤色的替代物)会导致模拟和体内恢复的 SpO 2 发生 1%数量级的变化。不同的异质搏动血流动力学在模拟中引起的变化更大,约为 10%。 与传统的单距离(SD)传输方法相比,通过 DR 测量恢复的 SpO 2 变异性更小:结论:对于本文所考虑的模型和方法,SpO 2 测量受到异质性搏动血流动力学的强烈影响。这种变异性可能大于肤色偏差,而肤色偏差是 SpO 2 测量中已知的干扰因素。DR 可部分抑制 SpO 2 测量中的变异性,这表明 DR 在脉搏氧饱和度测量中大有可为。
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来源期刊
CiteScore
6.40
自引率
5.70%
发文量
263
审稿时长
2 months
期刊介绍: The Journal of Biomedical Optics publishes peer-reviewed papers on the use of modern optical technology for improved health care and biomedical research.
期刊最新文献
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