Verification of a two-layer inverse Monte Carlo absorption model using multiple source-detector separation diffuse reflectance spectroscopy.
A two-layer Monte Carlo lookup table-based inverse model is validated with two-layered phantoms across physiologically relevant optical property ranges. Reflectance data for source-detector separations of 370 μm and 740 μm were collected from these two-layered phantoms and top layer thickness, reduced scattering coefficient and the top and bottom layer absorption coefficients were extracted using the inverse model and compared to the known values. The results of the phantom verification show that this method is able to accurately extract top layer thickness and scattering when the top layer thickness ranges from 0 to 550 μm. In this range, top layer thicknesses were measured with an average error of 10% and the reduced scattering coefficient was measured with an average error of 15%. The accuracy of top and bottom layer absorption coefficient measurements was found to be highly dependent on top layer thickness, which agrees with physical expectation; however, within appropriate thickness ranges, the error for absorption properties varies from 12-25%.
Biomedical Engineering, The University of Texas at Austin 107 W. Dean Keeton, Austin, TX, 78712 USA ; These authors contributed equally to this paper.
Manu
M
Sharma
Biomedical Engineering, The University of Texas at Austin 107 W. Dean Keeton, Austin, TX, 78712 USA ; These authors contributed equally to this paper.
Ricky
R
Hennessy
Biomedical Engineering, The University of Texas at Austin 107 W. Dean Keeton, Austin, TX, 78712 USA ; Imaging Physics, The University of Texas MD Anderson Cancer Center 1515 Holcombe Boulevard, Houston, TX, 77030 USA.
Mia K
MK
Markey
Biomedical Engineering, The University of Texas at Austin 107 W. Dean Keeton, Austin, TX, 78712 USA.
James W
JW
Tunnell
(100.3190) Inverse problems; (170.6510) Spectroscopy, tissue diagnostics