The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Feb. 01, 2022

Filed:

May. 18, 2018
Applicants:

University of Louisville Research Foundation, Inc., Louisville, KY (US);

Universidad DE Deusto, Bilbao, ES;

Fundacion Deusto, Bilbao, ES;

Inventors:

Adel S. Elmaghraby, Louisville, KY (US);

Maria Begoña García-Zapirain Soto, Bilbao, ES;

Ayman Sabry El-Baz, Louisville, KY (US);

Assignees:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
A61B 5/00 (2006.01); G16H 30/40 (2018.01); G06T 7/00 (2017.01);
U.S. Cl.
CPC ...
A61B 5/445 (2013.01); G06T 7/0016 (2013.01); G16H 30/40 (2018.01); G06T 2207/10024 (2013.01); G06T 2207/20076 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20104 (2013.01); G06T 2207/30088 (2013.01);
Abstract

Evaluating a pressure ulcer includes: detecting in a color input image a boundary of the pressure ulcer to get a RGB region of interest (ROI) image; converting the RGB ROI image to a grayscale ROI image; processing the grayscale ROI image using a Linear Combination of Discrete Gaussians (LCDG) process to estimate three main class probabilities of the grayscale ROI image; processing the RGB ROI image using predetermined RGB values to estimate the three main class probabilities of the RGB ROI image; and combining the probabilities of the grayscale ROI image and the probabilities of the RGB ROI image to determine an estimated labeled image; and normalizing and refining the estimated labeled image using a Generalized Gauss-Markov Random Field (GGMRF) process to produce a final segmentation image.


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Elmaghraby, Adel. (2022). Method and system for monitoring and evaluation of pressure ulcer severity (U.S. Patent No. 11234635). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11234635

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