基于r值的校正曲线在基于反射率的SpO2估计中的主题和位置特异性研究

Arsath P. S. Mohamed Tanveejul, Alex Annamol, S. Preejith, D. J. Christopher, T. Balamugesh, S. Chandy, J. Joseph, M. Sivaprakasam
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引用次数: 3

摘要

准确可靠的脉搏血氧仪的设计和开发依赖于各种关键组件,包括传感器、电缆和电子设备、信号处理、值估计和及时将结果通知给管理员。从传感器与组织之间的光学接口开始,传感器的光学、机械和电气设计以及传感器校准是脉搏血氧仪技术的基石。在本文中,我们介绍了在临床环境中使用定制的数据采集平台获得的28名患有各种肺部疾病的受试者的反射光电容积图(PPG)信号的分析。本文主要研究利用反射性PPG信号将r值用于血氧饱和度(SpO2)测量的可行性,这是一种被广泛接受的方法。本研究的所有分析均采用NellcorTM透射率探头作为参考。由反射率PPG信号计算得到的r值与由透射率PPG信号计算得到的r值在特定位置上的相关系数为0.9及以上。对28名受试者进行基于反射率PPG的r值分析,以确定整个受试者群体和测量点的变化趋势。r值是受试者特有的,也严重依赖于测量地点。分析表明,使用基于r值的通用校准模型利用不同测点的反射率PPG信号计算SpO2是一种错误的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Study on the Subject and Location Specificity in Reflectance based SpO2 Estimation using R-value based Calibration Curve
Design and development of an accurate and reliable pulse oximeter depend on various critical components ranging from sensors, cabling and electronics, signal processing, value estimation and informing the results to the caretaker in a timely manner. Starting from the optical interface between the sensor and tissues, optical, mechanical and electrical design of the sensor and sensor calibration serves as the building block of pulse oximetry technology. In this paper, we present the analysis of reflectance Photoplethysmogram (PPG) signals acquired using a custom-built data acquisition platform in a clinical setting on 28 subjects suffering from various pulmonary disorders. The paper mainly focuses on the feasibility of using R-value for blood oxygen saturation level (SpO2) measurement using reflectance PPG signals, which is a widely accepted method. All analysis in this study is done using a NellcorTM transmittance probe as the reference. R-value obtained from reflectance PPG signals shows a correlation coefficient of 0.9 and above against the R-value computed from transmittance PPG signals for individual subjects on a specific location. The reflectance PPG based R-value is analyzed over the 28 subjects to determine the trend in variations over the entire subject population and measurement sites. R-value is subject-specific and is also heavily dependent on the measurement site. The analysis carried out shows that the usage of a generic R-value based calibration model for computing SpO2 using reflectance PPG signals from various measurement sites is an erroneous approach.
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