{"title":"脉搏氧饱和度的双比例方法和肤色的影响。","authors":"Giles Blaney, Jodee Frias, Fatemeh Tavakoli, Angelo Sassaroli, Sergio Fantini","doi":"10.1117/1.JBO.29.S3.S33311","DOIUrl":null,"url":null,"abstract":"<p><strong>Significance: </strong>Pulsatile blood oxygen saturation ( <math> <mrow><msub><mi>SpO</mi> <mn>2</mn></msub> </mrow> </math> ) 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.</p><p><strong>Aim: </strong>We developed an optical pulse oximetry method based on dual-ratio (DR) measurements to suppress individual anatomical confounds on <math> <mrow><msub><mi>SpO</mi> <mn>2</mn></msub> </mrow> </math> .</p><p><strong>Approach: </strong>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 <i>in vivo</i> experiments.</p><p><strong>Results: </strong>Different melanosome volume fractions in the epidermis, a surrogate for skin tone, cause changes in the recovered <math> <mrow><msub><mi>SpO</mi> <mn>2</mn></msub> </mrow> </math> on the order of 1% in simulation and <i>in vivo</i>. Different heterogeneous pulsatile hemodynamics cause greater changes on the order of 10% in simulations. <math> <mrow><msub><mi>SpO</mi> <mn>2</mn></msub> </mrow> </math> recovered with DR measurements showed less variability than the traditional single-distance (SD) transmission method.</p><p><strong>Conclusions: </strong>For the models and methods considered here, <math> <mrow><msub><mi>SpO</mi> <mn>2</mn></msub> </mrow> </math> measurements are strongly impacted by heterogeneous pulsatile hemodynamics. This variability may be larger than the skin tone bias, which is a known confound in <math> <mrow><msub><mi>SpO</mi> <mn>2</mn></msub> </mrow> </math> measurements. The partial suppression of variability in the <math> <mrow><msub><mi>SpO</mi> <mn>2</mn></msub> </mrow> </math> recovered by DR suggests the promise of DR for pulse oximetry.</p>","PeriodicalId":15264,"journal":{"name":"Journal of Biomedical Optics","volume":"29 Suppl 3","pages":"S33311"},"PeriodicalIF":3.0000,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11470749/pdf/","citationCount":"0","resultStr":"{\"title\":\"Dual-ratio approach to pulse oximetry and the effect of skin tone.\",\"authors\":\"Giles Blaney, Jodee Frias, Fatemeh Tavakoli, Angelo Sassaroli, Sergio Fantini\",\"doi\":\"10.1117/1.JBO.29.S3.S33311\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Significance: </strong>Pulsatile blood oxygen saturation ( <math> <mrow><msub><mi>SpO</mi> <mn>2</mn></msub> </mrow> </math> ) 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.</p><p><strong>Aim: </strong>We developed an optical pulse oximetry method based on dual-ratio (DR) measurements to suppress individual anatomical confounds on <math> <mrow><msub><mi>SpO</mi> <mn>2</mn></msub> </mrow> </math> .</p><p><strong>Approach: </strong>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 <i>in vivo</i> experiments.</p><p><strong>Results: </strong>Different melanosome volume fractions in the epidermis, a surrogate for skin tone, cause changes in the recovered <math> <mrow><msub><mi>SpO</mi> <mn>2</mn></msub> </mrow> </math> on the order of 1% in simulation and <i>in vivo</i>. Different heterogeneous pulsatile hemodynamics cause greater changes on the order of 10% in simulations. <math> <mrow><msub><mi>SpO</mi> <mn>2</mn></msub> </mrow> </math> recovered with DR measurements showed less variability than the traditional single-distance (SD) transmission method.</p><p><strong>Conclusions: </strong>For the models and methods considered here, <math> <mrow><msub><mi>SpO</mi> <mn>2</mn></msub> </mrow> </math> measurements are strongly impacted by heterogeneous pulsatile hemodynamics. This variability may be larger than the skin tone bias, which is a known confound in <math> <mrow><msub><mi>SpO</mi> <mn>2</mn></msub> </mrow> </math> measurements. 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引用次数: 0
摘要
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。
Dual-ratio approach to pulse oximetry and the effect of skin tone.
Significance: Pulsatile blood oxygen saturation ( ) 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 .
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 on the order of 1% in simulation and in vivo. Different heterogeneous pulsatile hemodynamics cause greater changes on the order of 10% in simulations. recovered with DR measurements showed less variability than the traditional single-distance (SD) transmission method.
Conclusions: For the models and methods considered here, measurements are strongly impacted by heterogeneous pulsatile hemodynamics. This variability may be larger than the skin tone bias, which is a known confound in measurements. The partial suppression of variability in the recovered by DR suggests the promise of DR for pulse oximetry.
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.