Non-invasive glucose measurement based on selective near infrared absorption: Requirements on instrumentation and spectral range

Jussi Tenhunen (Corresponding Author), Harri Kopola, Risto Myllylä

Research output: Contribution to journalArticleScientificpeer-review

42 Citations (Scopus)

Abstract

A tight control of the level of blood glucose is known to reduce the long-term complications of diabetic patients.
A non-invasive measurement method suitable for home use would allow a more accurate and frequent control of glucose level, along with reducing the long-term health care costs of diabetic patients and improving their quality of life.
In clinical use, the non-invasive method would be suitable for several applications, such as rapid monitoring of glucose levels in emergency rooms [G. Cote, J. Clin. Engrg. 22 (4) (1997) 253–259]. In this work, the potential of near infrared (NIR) spectroscopy as a non-invasive method has been evaluated on the basis of theoretical considerations and measurements on water–glucose solutions and a test person.
The partial least squares (PLS) algorithm was used in calibration.
The standard deviation of the error of prediction was 0.97 and 1.14 mmol/l for measurements from water–glucose solutions and the test person respectively.
Original languageEnglish
Pages (from-to)173-177
JournalMeasurement
Volume24
Issue number3
DOIs
Publication statusPublished - 1998
MoE publication typeA1 Journal article-refereed

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