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- W4206455514 abstract "Arterial Oxygen Saturation (SpO2) is one of the main vital signs in the health care monitoring system. It is important to maintain a normal oxygen saturation level to prevent hypoxia. In most SpO2 algorithms, SpO2 is measured based on the Ratio of Ratio (ROR) of the Red and Infrared signal. The main objective of this paper is to design and develop a logarithmic-based algorithm for ROR measurement and deriving the calibration coefficients for SpO2 estimation. The proposed framework consists of preprocessing block, signal quality analyzer (SNR), estimation of ROR, and calibration coefficients. The SpO2 calibration coefficients are derived based on leave one out cross-validation. To improve the accuracy of the proposed method, the percentile average of a current and previous window of ROR and SpO2 is considered. The proposed framework is developed and tested with real-time captured data. The resultant SpO2 is compared with the Masimo reference device and the Root Mean Square Error (RMSE) of 3.3654 % is achieved." @default.
- W4206455514 created "2022-01-25" @default.
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- W4206455514 date "2021-11-18" @default.
- W4206455514 modified "2023-09-29" @default.
- W4206455514 title "Design and Development of Robust Framework to Monitor Arterial Oxygen Saturation (Sp02) Using PPG Signal" @default.
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- W4206455514 doi "https://doi.org/10.1109/icmss53060.2021.9673649" @default.
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