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Published in: Journal of Clinical Monitoring and Computing 1/2021

01-02-2021 | Original Research

Pulse oximetry based on photoplethysmography imaging with red and green light

Calibratability and challenges

Authors: Andreia Moço, Wim Verkruysse

Published in: Journal of Clinical Monitoring and Computing | Issue 1/2021

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Abstract

Remotely measuring the arterial blood oxygen saturation (SpO2) in visible light (Vis) involves different probing depths, which may compromise calibratibility. This paper assesses the feasibility of calibrating camera-based SpO2 (SpO2,cam) using red and green light. Camera-based photoplethysmographic (PPG) signals were measured at 46 healthy adults at center wavelengths of 580 nm (green), 675 nm (red), and 840 nm (near-infrared; NIR). Subjects had their faces recorded during normoxia and hypoxia and under gradual cooling. SpO2,cam estimates in Vis were based on the normalized ratio of camera-based PPG amplitudes in red over green light (RoG). SpO2,cam in Vis was validated against contact SpO2 (reference) and compared with SpO2,cam estimated using red-NIR wavelengths. An RoG-based calibration curve for SpO2 was determined based on data with a SpO2 range of 85–100%. We found an \(A^{*}_{rms}\) error of 2.9% (higher than the \(A^{*}_{rms}\) for SpO2,cam in red-NIR). Additional measurements on normoxic subjects under temperature cooling (from \(21\,^{\circ }{\text{C}}\) to \(<15\,^{\circ }{\text{C}}\)) evidenced a significant bias of − 1.7, CI [− 2.7, − 0.7]%. It was also noted that SpO\(_{\text{2,cam}}\) estimated at the cheeks was significantly biased (− 3.6, CI [− 5.7, − 1.5]%) with respect to forehead estimations. Under controlled conditions, SpO\(_{\text{2,cam}}\) can be calibrated with red and green light but the accuracy is less than that of SpO\(_{\text{2,cam}}\) estimated in the usual red-NIR window.
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Footnotes
1
The saturation of arterial blood is referred to as SaO\(_{\text{2}}\) when measured invasively. The “p” in SpO\(_{\text{2}}\) refers to “peripheral” measurement locations such as the finger, ears or forehead [8, 10].
 
2
IRB contact: PHM Keizer, Senior Ethical & Biomedical Officer, High Tech Campus 34, 5656 AE Eindhoven, The Netherlands.
 
3
Note that, while any camera channel could have been used to detect peaks in camera-based PPG signals, normalized amplitudes are highest in green wavelengths and this advantage translates to increased reliability of the detected peaks.
 
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Metadata
Title
Pulse oximetry based on photoplethysmography imaging with red and green light
Calibratability and challenges
Authors
Andreia Moço
Wim Verkruysse
Publication date
01-02-2021
Publisher
Springer Netherlands
Published in
Journal of Clinical Monitoring and Computing / Issue 1/2021
Print ISSN: 1387-1307
Electronic ISSN: 1573-2614
DOI
https://doi.org/10.1007/s10877-019-00449-y

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