Selection of the most informative near infrared spectroscopy wavebands for continuous glucose monitoring in human serum
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- 作者：Mohammad Goodarzi ; mohammad.godarzi@gmail.com" class="auth_mail" title="E-mail the corresponding author ; mohammad.goodarzi@biw.kuleuven.be" class="auth_mail" title="E-mail the corresponding author ; Wouter Saeys
- 关键词：Diabetes ; Continuous glucose monitoring ; Human serum ; Non-invasive measurements ; Variable selection ; Near infrared spectroscopy
- 刊名：Talanta
- 出版年：2016
- 出版时间：1 January 2016
- 年：2016
- 卷：146
- 期：Complete
- 页码：155-165
- 全文大小：1588 K
文摘
We looked for the most informative region of NIR spectra for continuous glucose monitoring.
We investigated the performance of nine different feature selection techniques coupled with PLS regression.
Three data sets with different interferents structures were used in this study.
The obtained results showed that a combination of the first overtone with the combination band is important for CGM.