19 February 2018 Charactering baseline shift with 4th polynomial function for portable biomedical near-infrared spectroscopy device
Author Affiliations +
Abstract
The continuous-wave Near-infrared spectroscopy (NIRS) devices have been highlighted for its clinical and health care applications in noninvasive hemodynamic measurements. The baseline shift of the deviation measurement attracts lots of attentions for its clinical importance. Nonetheless current published methods have low reliability or high variability. In this study, we found a perfect polynomial fitting function for baseline removal, using NIRS. Unlike previous studies on baseline correction for near-infrared spectroscopy evaluation of non-hemodynamic particles, we focused on baseline fitting and corresponding correction method for NIRS and found that the polynomial fitting function at 4th order is greater than the function at 2nd order reported in previous research. Through experimental tests of hemodynamic parameters of the solid phantom, we compared the fitting effect between the 4th order polynomial and the 2nd order polynomial, by recording and analyzing the R values and the SSE (the sum of squares due to error) values. The R values of the 4th order polynomial function fitting are all higher than 0.99, which are significantly higher than the corresponding ones of 2nd order, while the SSE values of the 4th order are significantly smaller than the corresponding ones of the 2nd order. By using the high-reliable and low-variable 4th order polynomial fitting function, we are able to remove the baseline online to obtain more accurate NIRS measurements.
© (2018) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Ke Zhao, Yaoyao Ji, Boan Pan, Ting Li, "Charactering baseline shift with 4th polynomial function for portable biomedical near-infrared spectroscopy device", Proc. SPIE 10486, Design and Quality for Biomedical Technologies XI, 1048616 (19 February 2018); doi: 10.1117/12.2287313; https://doi.org/10.1117/12.2287313
PROCEEDINGS
11 PAGES


SHARE
Back to Top