Robust non-contact peripheral oxygenation saturation measurement using smartphone-enabled imaging
Zhiyuan Sun1,2, Qinghua He1,2, Yuandong Li1
1Department of Bioengineering, University of Washington, Seattle, Washington 98105, USA.
Abstract:
We propose a robust non-contact method to accurately estimate peripheral oxygen saturation (SpO2) using a smartphone-based imaging photoplethysmography. The method utilizes the built-in color camera as a remote sensor and the built-in flashlight as illumination to estimate the SpO2. Following the ratio of ratios between green and red channels, we introduce a multiple linear regression algorithm to improve the SpO2 estimation. The algorithm considers the ratio of ratios and the reflectance images recorded at the RGB channels during a calibration process to obtain a set of weighting coefficients to weigh each contributor to the final determination of SpO2. We demonstrate the proposed smartphone-based method of estimating the SpO2 on five healthy volunteers whose arms are conditioned by a manual pressure cuff to manipulate the SpO2 between 90∼100% as detected simultaneously by a medical-grade pulse oximeter. Experimental results indicate that the overall estimated error between the smartphone and the reference pulse oximeter is 0.029 ± 1.141%, leading to a 43% improvement over the conventional ratio of ratios method (0.008 ± 2.008%). In addition, the data sampling time in the current method is 2 seconds, similar to the sampling cycle used in the commercial medical-grade pulse oximeters.
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