DocumentCode
3135530
Title
Feasibility Study of a Urine Glucose Level Monitor for Home Healthcare Using Near Infrared Spectroscopy
Author
Tanaka, Shinobu ; Motoi, Kosuke ; Nogawa, Masamichi ; Yamakoshi, Takehiro ; Yamakoshi, Ken Ichi
Author_Institution
Graduate Sch. of Natural Sci. & Technol., Kanazawa Univ.
fYear
2006
fDate
Aug. 30 2006-Sept. 3 2006
Firstpage
6001
Lastpage
6003
Abstract
Urine glucose level monitoring technique using near infrared spectroscopy in conjunction with the chemometric method was newly developed aiming for the use of home health care. The calibration models were obtained by the partial least square method and their validity were assessed using albumin added glucose solution and urine samples. From the results obtained, it was clearly demonstrated that the present method had a capability of predicting urine glucose level with reasonable accuracy (standard error of prediction; 22.3 mg/dl, correlation coefficient; 0.99) and appeared to be a useful means for long-term home health care
Keywords
biomedical measurement; calibration; health care; infrared spectroscopy; least squares approximations; patient monitoring; spectrochemical analysis; albumin; calibration model; chemometric method; home healthcare; near infrared spectroscopy; partial least square method; urine glucose level monitoring technique; Blood; Calibration; Infrared spectra; Least squares methods; Mathematical model; Medical services; Monitoring; Predictive models; Sugar; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Conference_Location
New York, NY
ISSN
1557-170X
Print_ISBN
1-4244-0032-5
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2006.260515
Filename
4463175
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