Systems and methods for evaluating hyperspectral imaging data using a two layer media model of human tissue
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United States of America Patent
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Apr 11, 2017
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app pub date -
Mar 17, 2014
filing date -
Mar 15, 2013
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Abstract
The disclosure provides computer systems, non-transitory computer-readable storage medium, and methods for determining the presence of a skin indication in a subject. In some aspects the method includes acquiring a hyperspectral imaging data set from a region of interest of a human subject using a hyperspectral imager, and applying the hyperspectral imaging data set against a classifier including a two layered media model, the two layered media model including a first layer of a modeled human tissue overlying a second layer of the modeled human tissue, where the two layered media model has been trained by application of simulated data across a set of optical and geometric properties associated with the presence or the absence of a skin indication, where the two layered media model computes tissue reflectance R from the modeled human tissue by a relationship provided herein.
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