Simultaneous correction of the influence of skin color and fat on tissue spectroscopy by use of a two-distance fiber-optic probe and orthogonalization technique

Ye Yang, University of Massachusetts Medical School
Michelle R. Landry, University of Massachusetts Medical School
Olusola O. Soyemi, University of Massachusetts Medical School
Michael A. Shear, University of Massachusetts Medical School
Dulce Anunciacion, NASA Johnson Space Center
Babs R. Soller, University of Massachusetts Medical School

Abstract

We have demonstrated simultaneous correction for the optical interference of skin and fat in tissue spectra by using a two-distance fiber-optic probe. We obtained the correction by orthogonalizing the spectra collected at a long source-detector distance (SD) to the spectra collected at a short SD and mapped to the long SD space. The method was validated in tissuelike three-layer phantoms as well as preliminarily in human tissue. After the correction, a partial-least-squares model of the phantoms showed enhanced prediction performance.