SYSTEM AND METHOD FOR OBTAINING BLOOD GLUCOSE CONCENTRATION USING TEMPORAL INDEPENDENT COMPONENT ANALYSIS (ICA)
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United States of America Patent
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Oct 12, 2021
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May 30, 2019
app pub date -
Nov 7, 2018
filing date -
Nov 29, 2017
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Abstract
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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