Multiple polynomial regression method for determination of biomedical optical properties from integrating sphere measurements

被引:51
作者
Dam, JS
Dalgaard, T
Fabricius, PE
Andersson-Engels, S
机构
[1] Bang & Olufsen Medicom AS, DK-7600 Struer, Denmark
[2] Lund Inst Technol, Dept Phys, S-22100 Lund, Sweden
关键词
D O I
10.1364/AO.39.001202
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
We present a new, to our knowledge, method for extracting optical properties from integrating sphere measurements on thin biological samples. The method is based on multivariate calibration techniques involving Monte Carlo simulations, multiple polynomial regression, and a Newton-Raphson algorithm for solving nonlinear equation systems. Prediction tests with simulated data showed that the mean relative prediction error of the absorption and the reduced scattering coefficients within typical biological ranges were less than 0.3%. Similar teats with data from integrating sphere measurements on 20 dye-polystyrene microsphere phantoms led to mean errors less than 1.7% between predicted and theoretically calculated values. Comparisons showed that our method was more robust and typically 5-10 times as fast and accurate as two other established methods, i.e., the inverse adding-doubling method and the Monte Carlo spline interpolation method. (C) 2000 Optical Society of America.
引用
收藏
页码:1202 / 1209
页数:8
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