Abstract

Diffiise reflectance spectroscopy systems often exhibit low SNR, reducing tissue characterization accuracy. We present a new analysis showing lower SNR requirements when partial least squares regression is used for prediction instead of more traditional techniques.

© 2020 The Author(s)

PDF Article  |   Presentation Video
More Like This
A Custom Multi-Pixel Photodetector Probe and Partial Least Squares Regression for the Efficient Identification of Optical Tissue Properties

Callie Marie Woods, Ozlem Senlik, and Nan Marie Jokerst
JW4A.113 Frontiers in Optics (FiO) 2018

Use of Partial Least Squares Regression Analysis to Predict Physiological Glucose Concentrations in vitro

Sabbir Liakat, Kevin A. Bors, Tzu-Yung Huang, Anna P. M. Michel, Eric Zanghi, and Claire F. Gmachl
FTu2D.3 Fourier Transform Spectroscopy (FTS) 2013

Depth-Sensitive Tissue Measurements Using a Multi-Pixel Photodetector Probe

Callie Marie Woods, Ozlem Senlik, Gage Greening, Timothy J Muldoon, and Nan Marie Jokerst
JTu3A.14 Clinical and Translational Biophotonics (Translational) 2020

References

You do not have subscription access to this journal. Citation lists with outbound citation links are available to subscribers only. You may subscribe either as an OSA member, or as an authorized user of your institution.

Contact your librarian or system administrator
or
Login to access OSA Member Subscription

Presentation Video

Presentation video access is available to:

  1. OSA Publishing subscribers
  2. Technical meeting attendees
  3. OSA members who wish to use one of their free downloads. Please download the article first. After downloading, please refresh this page.

Contact your librarian or system administrator
or
Log in to access OSA Member Subscription or free downloads


More Like This
A Custom Multi-Pixel Photodetector Probe and Partial Least Squares Regression for the Efficient Identification of Optical Tissue Properties

Callie Marie Woods, Ozlem Senlik, and Nan Marie Jokerst
JW4A.113 Frontiers in Optics (FiO) 2018

Use of Partial Least Squares Regression Analysis to Predict Physiological Glucose Concentrations in vitro

Sabbir Liakat, Kevin A. Bors, Tzu-Yung Huang, Anna P. M. Michel, Eric Zanghi, and Claire F. Gmachl
FTu2D.3 Fourier Transform Spectroscopy (FTS) 2013

Depth-Sensitive Tissue Measurements Using a Multi-Pixel Photodetector Probe

Callie Marie Woods, Ozlem Senlik, Gage Greening, Timothy J Muldoon, and Nan Marie Jokerst
JTu3A.14 Clinical and Translational Biophotonics (Translational) 2020