Tissue Characterization Using a Multi-Pixel Sensor System and Partial Least Squares Regression

Callie Marie Woods,Ozlem Senlik,Nan Marie Jokerst

Optical Sensors and Sensing Congress（2020）

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摘要

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.

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关键词

Tissue Diagnosis,Tissue Optical Properties,Spectral Analysis

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