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- Title
Modified sequential floating selection for blood glucose monitoring using near infrared spectral data.
- Authors
So, C.; Zeng, Yugu; Choi, Kup-Sze; Chung, J.; Wong, T.
- Abstract
To enable non-invasive blood glucose monitoring using near infrared spectroscopy, a modified sequential floating selection method is proposed to remove uninformative data from the spectrum. A linear discriminant function is then used for classification based on selected features. Experiments show that this approach is able to give promising prediction results by classifying near infrared spectroscopic data of blood glucose with good accuracy.
- Subjects
BLOOD sugar monitoring; NEAR infrared spectroscopy; SEQUENTIAL injection analysis; ACCURACY; LINEAR equations; DISCRIMINANT analysis
- Publication
Journal of Applied Spectroscopy, 2013, Vol 80, Issue 2, p284
- ISSN
0021-9037
- Publication type
Article
- DOI
10.1007/s10812-013-9759-7