Research on improving the accuracy of near infrared non-invasive hemoglobin detection

CORC > 长春光学精密机械与物理研究所 > 中国科学院长春光学精密机械与物理研究所 > 中科院长春光机所知识产出

	Research on improving the accuracy of near infrared non-invasive hemoglobin detection
	Yuan, J. Z.; H. Q. Ding; H. Z. Gao and Q. P. Lu
刊名	Infrared Physics & Technology
	2015
卷号	72 页码:117-121
英文摘要	To optimize the accuracy of near-infrared non-invasive hemoglobin (Hb) clinical detection, high-performance instrument and prepossessing algorithm have been investigated. A near-infrared spectrophotometric system was constructed adopting InGaAs detector array with 16 pixels and plane grating spectrometer to obtain high signal noise ratio (SNR) spectral data. In our experiment, we applied the device independently to collect spectra data from 91 volunteers' fingertips non-invasively. Two prediction tests were conducted to verify the effects of preprocessing algorithms improving the accuracy of near-infrared Mb detection and exclude the occasionality of satisfactory results in a single trial. Our non-invasive Hb detection methods were based on partial least squares (PLS). In each test, PLS, MSC coupled with PLS, DOSC coupled with PLS, three methods for non-invasive Hb detection, were analyzed respectively. The results of two trials showed that only DOSC & PLS performed excellently in both predictive ability and stability, obviously better than other two methods. Relative RMSEP was 6.16% in predicting test 1, 6.08% in predicting test 2, almost reaching the requirements of clinical application. It indicates that our independent-developed high-performance instrument and the method DOSC coupled with PLS are promising in non-invasive Mb detection clinical application. (c) 2015 Published by Elsevier B.V.
收录类别	SCI ; EI
内容类型	期刊论文
源URL	[http://ir.ciomp.ac.cn/handle/181722/55510]
专题	长春光学精密机械与物理研究所_中科院长春光机所知识产出
推荐引用方式 GB/T 7714	Yuan, J. Z.,H. Q. Ding,H. Z. Gao and Q. P. Lu. Research on improving the accuracy of near infrared non-invasive hemoglobin detection[J]. Infrared Physics & Technology,2015,72:117-121.
APA	Yuan, J. Z.,H. Q. Ding,&H. Z. Gao and Q. P. Lu.(2015).Research on improving the accuracy of near infrared non-invasive hemoglobin detection.Infrared Physics & Technology,72,117-121.
MLA	Yuan, J. Z.,et al."Research on improving the accuracy of near infrared non-invasive hemoglobin detection".Infrared Physics & Technology 72(2015):117-121.