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System and method for obtaining blood glucose concentration using temporal independent component analysis (ICA)
System and method for obtaining blood glucose concentration using temporal independent component analysis (ICA)
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机译:使用时间独立分量分析获得血糖浓度的系统和方法(ICA)
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摘要
A method for obtaining blood glucose concentration using near infrared spectroscopy (NIR) data is provided. The method includes obtaining, by an independent component analysis (ICA) temporal module, orthogonal pure spectra from human NIR spectra; performing, by a processing module, one or more preprocessings and drift removal on the human NIR spectra and the orthogonal pure spectra to obtain preprocessed spectra; and obtaining, by a regression block, the blood glucose concentration from the preprocessed spectra.
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