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Calibration of Contactless Pulse Oximetry

BACKGROUND: Contactless, camera-based photoplethysmography (PPG) interrogates shallower skin layers than conventional contact probes, either transmissive or reflective. This raises questions on the calibratability of camera-based pulse oximetry. METHODS: We made video recordings of the foreheads of...

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Autores principales: Verkruysse, Wim, Bartula, Marek, Bresch, Erik, Rocque, Mukul, Meftah, Mohammed, Kirenko, Ihor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2017
Materias:
8
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5145250/
https://www.ncbi.nlm.nih.gov/pubmed/27258081
http://dx.doi.org/10.1213/ANE.0000000000001381
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author Verkruysse, Wim
Bartula, Marek
Bresch, Erik
Rocque, Mukul
Meftah, Mohammed
Kirenko, Ihor
author_facet Verkruysse, Wim
Bartula, Marek
Bresch, Erik
Rocque, Mukul
Meftah, Mohammed
Kirenko, Ihor
author_sort Verkruysse, Wim
collection PubMed
description BACKGROUND: Contactless, camera-based photoplethysmography (PPG) interrogates shallower skin layers than conventional contact probes, either transmissive or reflective. This raises questions on the calibratability of camera-based pulse oximetry. METHODS: We made video recordings of the foreheads of 41 healthy adults at 660 and 840 nm, and remote PPG signals were extracted. Subjects were in normoxic, hypoxic, and low temperature conditions. Ratio-of-ratios were compared to reference Spo(2) from 4 contact probes. RESULTS: A calibration curve based on artifact-free data was determined for a population of 26 individuals. For an Spo(2) range of approximately 83% to 100% and discarding short-term errors, a root mean square error of 1.15% was found with an upper 99% one-sided confidence limit of 1.65%. Under normoxic conditions, a decrease in ambient temperature from 23 to 7°C resulted in a calibration error of 0.1% (±1.3%, 99% confidence interval) based on measurements for 3 subjects. PPG signal strengths varied strongly among individuals from about 0.9 × 10(−3) to 4.6 × 10(−3) for the infrared wavelength. CONCLUSIONS: For healthy adults, the results present strong evidence that camera-based contactless pulse oximetry is fundamentally feasible because long-term (eg, 10 minutes) error stemming from variation among individuals expressed as A*(rms) is significantly lower (<1.65%) than that required by the International Organization for Standardization standard (<4%) with the notion that short-term errors should be added. A first illustration of such errors has been provided with A**(rms) = 2.54% for 40 individuals, including 6 with dark skin. Low signal strength and subject motion present critical challenges that will have to be addressed to make camera-based pulse oximetry practically feasible.
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spelling pubmed-51452502016-12-22 Calibration of Contactless Pulse Oximetry Verkruysse, Wim Bartula, Marek Bresch, Erik Rocque, Mukul Meftah, Mohammed Kirenko, Ihor Anesth Analg 8 BACKGROUND: Contactless, camera-based photoplethysmography (PPG) interrogates shallower skin layers than conventional contact probes, either transmissive or reflective. This raises questions on the calibratability of camera-based pulse oximetry. METHODS: We made video recordings of the foreheads of 41 healthy adults at 660 and 840 nm, and remote PPG signals were extracted. Subjects were in normoxic, hypoxic, and low temperature conditions. Ratio-of-ratios were compared to reference Spo(2) from 4 contact probes. RESULTS: A calibration curve based on artifact-free data was determined for a population of 26 individuals. For an Spo(2) range of approximately 83% to 100% and discarding short-term errors, a root mean square error of 1.15% was found with an upper 99% one-sided confidence limit of 1.65%. Under normoxic conditions, a decrease in ambient temperature from 23 to 7°C resulted in a calibration error of 0.1% (±1.3%, 99% confidence interval) based on measurements for 3 subjects. PPG signal strengths varied strongly among individuals from about 0.9 × 10(−3) to 4.6 × 10(−3) for the infrared wavelength. CONCLUSIONS: For healthy adults, the results present strong evidence that camera-based contactless pulse oximetry is fundamentally feasible because long-term (eg, 10 minutes) error stemming from variation among individuals expressed as A*(rms) is significantly lower (<1.65%) than that required by the International Organization for Standardization standard (<4%) with the notion that short-term errors should be added. A first illustration of such errors has been provided with A**(rms) = 2.54% for 40 individuals, including 6 with dark skin. Low signal strength and subject motion present critical challenges that will have to be addressed to make camera-based pulse oximetry practically feasible. Lippincott Williams & Wilkins 2017-01 2016-12-19 /pmc/articles/PMC5145250/ /pubmed/27258081 http://dx.doi.org/10.1213/ANE.0000000000001381 Text en Copyright © 2016 International Anesthesia Research Society. This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND) (http://creativecommons.org/licenses/by-nc-nd/4.0/) , where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially.
spellingShingle 8
Verkruysse, Wim
Bartula, Marek
Bresch, Erik
Rocque, Mukul
Meftah, Mohammed
Kirenko, Ihor
Calibration of Contactless Pulse Oximetry
title Calibration of Contactless Pulse Oximetry
title_full Calibration of Contactless Pulse Oximetry
title_fullStr Calibration of Contactless Pulse Oximetry
title_full_unstemmed Calibration of Contactless Pulse Oximetry
title_short Calibration of Contactless Pulse Oximetry
title_sort calibration of contactless pulse oximetry
topic 8
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5145250/
https://www.ncbi.nlm.nih.gov/pubmed/27258081
http://dx.doi.org/10.1213/ANE.0000000000001381
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