Noninvasive Near-Infrared Blood Glucose Monitoring Using a Calibration Model Built by a Numerical Simulation Method: Trial Application to Patients in an Intensive Care Unit

2006 ◽  
Vol 60 (12) ◽  
pp. 1423-1431 ◽  
Author(s):  
Katsuhiko Maruo ◽  
Tomohiro Oota ◽  
Mitsuhiro Tsurugi ◽  
Takehiro Nakagawa ◽  
Hidenobu Arimoto ◽  
...  
Keyword(s):  
Numerical Simulation ◽  
Intensive Care Unit ◽  
Intensive Care ◽  
Blood Glucose ◽  
Near Infrared ◽  
Glucose Monitoring ◽  
Simulation Method ◽  
Blood Glucose Monitoring ◽  
Calibration Model ◽  
Numerical Simulation Method

New Methodology to Obtain a Calibration Model for Noninvasive Near-Infrared Blood Glucose Monitoring

2006 ◽  
Vol 60 (4) ◽  
pp. 441-449 ◽  
Author(s):  
Katsuhiko Maruo ◽  
Tomohiro Oota ◽  
Mitsuhiro Tsurugi ◽  
Takehiro Nakagawa ◽  
Hidenobu Arimoto ◽  
...  
Keyword(s):  
Blood Glucose ◽  
Near Infrared ◽  
Glucose Monitoring ◽  
Blood Glucose Monitoring ◽  
Calibration Model

Non-Invasive Blood Glucose Monitoring by Means of near Infrared Spectroscopy: Methods for Improving the Reliability of the Calibration Models

1997 ◽  
Vol 20 (5) ◽  
pp. 285-290 ◽  
Author(s):  
U.A. Müller ◽  
B. Mertes ◽  
C. Fischbacher ◽  
K.U. Jageman ◽  
K. Danzer
Keyword(s):  
Blood Glucose ◽  
Near Infrared ◽  
Glucose Monitoring ◽  
Blood Glucose Monitoring ◽  
Least Squares Regression ◽  
Non Invasive ◽  
Infrared Reflection ◽  
Calibration Models ◽  
Infrared Reflection Spectroscopy

The feasibility of using near infrared reflection spectroscopy for non-invasive blood glucose monitoring is discussed. Spectra were obtained using a diode-array spectrometer with a fiberoptic measuring head with a wavelength ranging from 800 nm to 1350 nm. Calibration was performed using partial least-squares regression and radial basis function networks. The results of different methods used to evaluate the quality of the recorded spectra in order to improve the reliability of the calibration models, are presented.

Sign in / Sign up

Export Citation Format

Share Document