Dual-ratio approach to pulse oximetry and the effect of skin tone
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arXiv
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| Format: | Preprint |
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2024
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| _version_ | 1866929553179410432 |
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| author | Blaney, Giles Frias, Jodee Tavakoli, Fatemeh Sassaroli, Angelo Fantini, Sergio |
| author_facet | Blaney, Giles Frias, Jodee Tavakoli, Fatemeh Sassaroli, Angelo Fantini, Sergio |
| contents | Significance: Pulsatile blood Oxygen Saturation (SpO2 ) 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: Develop an optical pulse oximetry method based on Dual-Ratio (DR) measurements to suppress individual anatomical features on SpO2.
Approach: Design 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 (MC) simulations and in vivo experiments.
Results: Different melanosome volume fraction in the epidermis, a surrogate for skin tone, cause changes in the recovered SpO2 on the order of 1%. Different heterogeneous pulsatile hemodynamics cause greater changes on the order of 10%. SpO2 recovered with DR measurements showed less variability than the traditional Single-Distance (SD) transmission method.
Conclusions: For the models and methods considered here, SpO2 measurements are more strongly impacted by heterogeneous pulsatile hemodynamics than by melanosome volume fraction. This is consistent with previous reports that, the skin tone bias is smaller than the observed variation in recovered SpO 2 across individual people. The partial suppression of variability in the SpO2 recovered by DR suggests promise of DR for pulse oximetry. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2405_15782 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Dual-ratio approach to pulse oximetry and the effect of skin tone Blaney, Giles Frias, Jodee Tavakoli, Fatemeh Sassaroli, Angelo Fantini, Sergio Medical Physics Optics Significance: Pulsatile blood Oxygen Saturation (SpO2 ) 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: Develop an optical pulse oximetry method based on Dual-Ratio (DR) measurements to suppress individual anatomical features on SpO2. Approach: Design 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 (MC) simulations and in vivo experiments. Results: Different melanosome volume fraction in the epidermis, a surrogate for skin tone, cause changes in the recovered SpO2 on the order of 1%. Different heterogeneous pulsatile hemodynamics cause greater changes on the order of 10%. SpO2 recovered with DR measurements showed less variability than the traditional Single-Distance (SD) transmission method. Conclusions: For the models and methods considered here, SpO2 measurements are more strongly impacted by heterogeneous pulsatile hemodynamics than by melanosome volume fraction. This is consistent with previous reports that, the skin tone bias is smaller than the observed variation in recovered SpO 2 across individual people. The partial suppression of variability in the SpO2 recovered by DR suggests promise of DR for pulse oximetry. |
| title | Dual-ratio approach to pulse oximetry and the effect of skin tone |
| topic | Medical Physics Optics |
| url | https://arxiv.org/abs/2405.15782 |