Wenming Yang
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Wenming Yang has a total of 5 co-authors. Here are the top co-authors by number of shared publications:
Chengyang Deng
Beijing Institute of Technology, School of Optoelectronics, Ministry of Education of China, Key Laboratory of Photoelectronic Imaging Technology and System 1 , Beijing 100081, China
1 shared publicationHaobo Cheng
Beijing Institute of Technology, School of Optoelectronics, Ministry of Education of China, Key Laboratory of Photoelectronic Imaging Technology and System 1 , Beijing 100081, China
1 shared publication- Ningfang Liao
School of Optoelectronics, Beijing Institute of Technology Beijing China
1 shared publication Xueqiong Bai
Beijing Institute of Technology, School of Optoelectronics, Ministry of Education of China, Key Laboratory of Photoelectronic Imaging Technology and System 1 , Beijing 100081, China
1 shared publicationYasheng Li
Beijing Institute of Technology, School of Optoelectronics, Ministry of Education of China, Key Laboratory of Photoelectronic Imaging Technology and System 1 , Beijing 100081, China
1 shared publication
Latest Publications
- Open Access
- 1 March 2018
- Published by AIP Publishing in AIP Advances
- Vol. 8 (3) , 035216
Determination of NIR informative wavebands for transmission non-invasive blood glucose measurement using a Fourier transform spectrometer
Non-invasive blood glucose measurement using near infrared (NIR) spectroscopy relies on wavebands that provide reliable information about spectral absorption. In this study, we investigated wavebands which are informative for blood glucose in the NIR shortwave band (900∼1450 nm) and the first overtone band (1450∼1700 nm) through a specially designed NIR Fourier transform spectrometer (FTS), which featured a test fixture (where a sample or subject’s finger could be placed) and all-reflective optics, except for a Michelson structure. Different concentrations of glucose solution and seven volunteers who had undergone oral glucose tolerance tests (OGTT) were studied to acquire transmission spectra in the shortwave band and the first overtone band. Characteristic peaks of glucose absorption were identified from the spectra of glucose aqueous solution by second-order derivative processing. The wavebands linked to blood glucose were successfully estimated through spectra of the middle fingertip of OGTT participants by a simple linear regression and correlation coefficient. The light intensity difference showed that glucose absorption in the first overtone band was much more prominent than it was in the shortwave band. The results of the SLR model established from seven OGTTs in total on seven participants enabled a positive estimation of the glucose-linked wavelength. It is suggested that wavebands with prominent characteristic peaks, a high correlation coefficient between blood glucose and light intensity difference and a relatively low standard deviation of predicted values will be the most informative wavebands for transmission non-invasive blood glucose measurement methods. This work provides a guidance for waveband selection for the development of non-invasive NIR blood glucose measurement.
- 1 March 2018
- Published by AIP Publishing in AIP Advances
- Vol. 8 (3) , 035216
Open AccessDetermination of NIR informative wavebands for transmission non-invasive blood glucose measurement using a Fourier transform spectrometer
Non-invasive blood glucose measurement using near infrared (NIR) spectroscopy relies on wavebands that provide reliable information about spectral absorption. In this study, we investigated wavebands which are informative for blood glucose in the NIR shortwave band (900∼1450 nm) and the first overtone band (1450∼1700 nm) through a specially designed NIR Fourier transform spectrometer (FTS), which featured a test fixture (where a sample or subject’s finger could be placed) and all-reflective optics, except for a Michelson structure. Different concentrations of glucose solution and seven volunteers who had undergone oral glucose tolerance tests (OGTT) were studied to acquire transmission spectra in the shortwave band and the first overtone band. Characteristic peaks of glucose absorption were identified from the spectra of glucose aqueous solution by second-order derivative processing. The wavebands linked to blood glucose were successfully estimated through spectra of the middle fingertip of OGTT participants by a simple linear regression and correlation coefficient. The light intensity difference showed that glucose absorption in the first overtone band was much more prominent than it was in the shortwave band. The results of the SLR model established from seven OGTTs in total on seven participants enabled a positive estimation of the glucose-linked wavelength. It is suggested that wavebands with prominent characteristic peaks, a high correlation coefficient between blood glucose and light intensity difference and a relatively low standard deviation of predicted values will be the most informative wavebands for transmission non-invasive blood glucose measurement methods. This work provides a guidance for waveband selection for the development of non-invasive NIR blood glucose measurement.