Calibration of Contactless Pulse Oximetry

被引:70
作者
Verkruysse, Wim [1 ]
Bartula, Marek [2 ]
Bresch, Erik [3 ]
Rocque, Mukul [2 ]
Meftah, Mohammed [2 ]
Kirenko, Ihor [2 ]
机构
[1] Philips Res, Standardizat Res, HTC 36 P 0-88, Eindhoven, Netherlands
[2] Philips Res, Patient Care & Measurements, Eindhoven, Netherlands
[3] Philips Res, Data Sci, Eindhoven, Netherlands
关键词
OXYGEN-SATURATION; HEART-RATE;
D O I
10.1213/ANE.0000000000001381
中图分类号
R614 [麻醉学];
学科分类号
100217 ;
摘要
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 degrees 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 x 10(-3) to 4.6 x 10(-3) for the infrared wavelength. CONCLUSIONS: For healthy adults, the results present strong evidence that camera-based con tactless 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.
引用
收藏
页码:136 / 145
页数:10
相关论文
共 23 条
[1]  
Aoyagi T., 1974, Abstracts of the 13th annual meeting of the Japanese Society of Medical Electronics and Biological Engineering, P90
[2]   Non-contact estimation of heart rate and oxygen saturation using ambient light [J].
Bal, Ufuk .
BIOMEDICAL OPTICS EXPRESS, 2015, 6 (01) :86-97
[3]  
Bebout DE, 2002, ANESTHESIOLOGY, V96, pA558
[4]  
Cooke J, 2002, ANESTHESIOLOGY, V96, pA593
[5]   A photoplethysmographic imaging system with supplementary capabilities [J].
Corral, Francisco ;
Paez, Gonzalo ;
Strojnik, Marija .
OPTICA APPLICATA, 2014, 44 (02) :191-204
[6]   A DIFFUSION-THEORY MODEL OF SPATIALLY RESOLVED, STEADY-STATE DIFFUSE REFLECTANCE FOR THE NONINVASIVE DETERMINATION OF TISSUE OPTICAL-PROPERTIES INVIVO [J].
FARRELL, TJ ;
PATTERSON, MS ;
WILSON, B .
MEDICAL PHYSICS, 1992, 19 (04) :879-888
[7]  
Fine I., 2013, SPIE P SAR FALL M
[8]   Non-contact measurement of oxygen saturation with an RGB camera [J].
Guazzi, Alessandro R. ;
Villarroel, Mauricio ;
Jorge, Joao ;
Daly, Jonathan ;
Frise, Matthew C. ;
Robbins, Peter A. ;
Tarassenko, Lionel .
BIOMEDICAL OPTICS EXPRESS, 2015, 6 (09) :3320-3338
[9]  
Hertzman A.B., 1937, Am. J. Physiol, V119, P334
[10]  
Hülsbusch M, 2002, PROC SPIE, V4683, P110, DOI 10.1117/12.463573