Non-invasive glucose measurement based on selective near infrared absorption
| Autor: | Risto Myllylä, Harri Kopola, Jussi Tenhunen |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 1998 |
| Předmět: |
Computer science
Applied Mathematics Instrumentation Near-infrared spectroscopy Non invasive Glucose Measurement Condensed Matter Physics Standard deviation SDG 3 - Good Health and Well-being Partial least squares regression Calibration Range (statistics) Electrical and Electronic Engineering Biomedical engineering |
| Zdroj: | Tenhunen, J, Kopola, H & Myllylä, R 1998, ' Non-invasive glucose measurement based on selective near infrared absorption : Requirements on instrumentation and spectral range ', Measurement, vol. 24, no. 3, pp. 173-177 . https://doi.org/10.1016/S0263-2241(98)00054-2 |
| ISSN: | 1873-412X 0263-2241 |
| Popis: | 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. |
| Databáze: | OpenAIRE |
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