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.
Patent No.:
Date of Patent:
Jul. 06, 2021
Filed:
Oct. 06, 2017
Applicant:
Baylor Research Institute, Dallas, TX (US);
Inventors:
Themistocles Dassopoulos, Dallas, TX (US);
Nikolaos Bourbakis, Dallas, TX (US);
Assignee:
Baylor Research Institute, Dallas, TX (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06K 9/20 (2006.01); G16H 50/50 (2018.01); G16H 30/40 (2018.01); G16H 50/20 (2018.01); G06F 16/583 (2019.01); G06N 20/00 (2019.01); G06N 5/04 (2006.01); G06T 7/00 (2017.01); G06T 11/00 (2006.01); A61B 1/31 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6281 (2013.01); G06F 16/583 (2019.01); G06K 9/2018 (2013.01); G06K 9/2027 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06T 7/0014 (2013.01); G06T 11/001 (2013.01); G16H 30/40 (2018.01); G16H 50/20 (2018.01); G16H 50/50 (2018.01); A61B 1/31 (2013.01); G06K 2009/2045 (2013.01); G06K 2209/053 (2013.01); G06T 2207/30004 (2013.01);
Abstract
Computational techniques are applied to video images of polyps to extract features and patterns from different perspectives of a polyp. The extracted features and patterns are synthesized using registration techniques to remove artifacts and noise, thereby generating improved images for the polyp. The generated images of each polyp can be used for training and testing purposes, where a machine learning system separates two types of polyps.