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. 05, 2019

Filed:

Jun. 29, 2017
Applicant:

Niramai Health Analytix Pvt. Ltd., Bangalore, IN;

Inventor:

Siva Teja Kakileti, Kakinada, IN;

Assignee:

Other;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
A61B 5/00 (2006.01); A61B 5/01 (2006.01); G06K 9/00 (2006.01); G06K 9/46 (2006.01); G06K 9/62 (2006.01); G06T 7/00 (2017.01); G06T 7/11 (2017.01);
U.S. Cl.
CPC ...
G06K 9/6267 (2013.01); A61B 5/0075 (2013.01); A61B 5/0077 (2013.01); A61B 5/0091 (2013.01); A61B 5/015 (2013.01); A61B 5/489 (2013.01); A61B 5/7264 (2013.01); A61B 5/7282 (2013.01); G06K 9/00885 (2013.01); G06K 9/4647 (2013.01); G06K 9/6202 (2013.01); G06K 9/6214 (2013.01); G06K 9/6269 (2013.01); G06K 9/6271 (2013.01); G06T 7/0012 (2013.01); G06T 7/11 (2017.01); A61B 2576/02 (2013.01); G06K 2009/00932 (2013.01); G06T 2207/10048 (2013.01); G06T 2207/20021 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30068 (2013.01); G06T 2207/30096 (2013.01); G06T 2207/30101 (2013.01);
Abstract

What is disclosed is a system and method for isolating blood vessels in a thermographic image of a patient's breast or any other muscular region of the body. A thermographic image of a patient is received. A temperature-based analysis is performed on the image to detect vessel pixels. An intensity-based method analysis is performed on the image. A shape-based analysis is also performed to detect pixels of vessel-like structures. Candidate pixels which satisfy one or more of intensity-based or temperature-based or shaped-based criterion are identified. A constraint of local maximallity is thereafter imposed on each candidate pixel that satisfies both criterion to eliminate spurious non-vessel pixels. Candidate pixels which satisfy both criterion are then marked with a different color such that the vessel structures in the breast tissue can be visually differentiated. The vessel structures are provided to a classifier system which classifies the tissue in the thermal image as malignant and non-malignant otherwise, based on a tortuosity of the vessel structures.


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