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基于近红外光谱法的无创血糖监测:提高校准模型可靠性的方法

Non-invasive blood glucose monitoring by means of near infrared spectroscopy: methods for improving the reliability of the calibration models.

作者信息

Müller U A, Mertes B, Fischbacher C, Jageman K U, Danzer K

机构信息

Department for Internal Medicine II, Medical School, Friedrich Schiller University, Jena, Germany.

出版信息

Int J Artif Organs. 1997 May;20(5):285-90.

PMID:9209930
Abstract

The feasibility of using near infrared reflection spectroscopy for non-invasive blood glucose monitoring is discussed. Spectra were obtained using a diode-array spectrometer with a fiberoptic measuring head with a wavelength ranging from 800 nm to 1350 nm. Calibration was performed using partial least-squares regression and radial basis function networks. The results of different methods used to evaluate the quality of the recorded spectra in order to improve the reliability of the calibration models, are presented.

摘要

讨论了使用近红外反射光谱法进行无创血糖监测的可行性。使用具有光纤测量头的二极管阵列光谱仪获得光谱,波长范围为800纳米至1350纳米。使用偏最小二乘回归和径向基函数网络进行校准。介绍了为提高校准模型的可靠性而用于评估记录光谱质量的不同方法的结果。

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