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Compensation of Variation from Long-Term Spectral Measurement for Non-invasive Blood Glucose in Mouse by Near-Infrared Spectroscopy  

백주현 (동덕여자대학교 약학대학)
강나루 (동덕여자대학교 약학대)
우영아 (동덕여자대학교 약학대)
김효진 (동덕여자대학교 약학대학)
Publication Information
YAKHAK HOEJI / v.48, no.3, 2004 , pp. 177-181 More about this Journal
Abstract
Non-invasive blood glucose measurement from mouse tail was performed by near-infrared (NIR) spectroscopy. Three groups; normal, type I diabetes (insulin dependent diabetes mellitus, IDDM), type II diabetes (non-insulin dependent diabetes mellitus, NIDDM) group, were studied over a 10 weeks period with the collection of near-infrared (NIR) spectra. Spectral variations from long-term measurement (10 weeks) from dramatic and nonlinear changes in the optical properties of the live tissue sample were compensated by chemometrics techniques such as principle component analysis (PCA) and partial least squares (PLS) regression. The effect from mouse body temperature changes on NIR spectral data was also considered. This study showed that the compensation of variations from long-term measurement and temperature changes improved calibration accuracy of non-invasive blood glucose measurement.
Keywords
PLSR; PCA; blood glucose; near-infrared spectroscopy;
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