基于少数波数的中红外吸收光谱法进行无创血糖监测。
Noninvasive glucose monitoring using mid-infrared absorption spectroscopy based on a few wavenumbers.
作者信息
Kasahara Ryosuke, Kino Saiko, Soyama Shunsuke, Matsuura Yuji
机构信息
Ricoh Institute of Information and Communication Technology, Research and Development Division, Ricoh Company, 16-1 Shinei-cho, Yokohama 224-0035, Japan.
Graduate School of Engineering, Tohoku University, 6-6-05 Aoba, Sendai 980-8579, Japan.
出版信息
Biomed Opt Express. 2017 Dec 20;9(1):289-302. doi: 10.1364/BOE.9.000289. eCollection 2018 Jan 1.
Abstract
A method for performing noninvasive blood glucose measurements was developed. The method is based on mid-infrared absorption spectroscopy and uses only a few wavenumbers to measure blood glucose levels unconditionally. We found that the regression of blood glucose levels using only three wavenumbers, which were selected using a series cross-validation technique, realized accuracies comparable to those of cases in which a greater number of wavenumbers are used. In addition, we demonstrated the performance of this model through correlations among different types of data.
摘要
开发了一种用于进行无创血糖测量的方法。该方法基于中红外吸收光谱，仅使用几个波数就能无条件地测量血糖水平。我们发现，使用仅三个通过系列交叉验证技术选择的波数对血糖水平进行回归，其实现的准确度与使用更多波数的情况相当。此外，我们通过不同类型数据之间的相关性展示了该模型的性能。
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