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:
May. 10, 2022

Filed:

Jan. 17, 2020
Applicant:

The Regents of the University of California, Oakland, CA (US);

Inventors:

Ramin Zareian, Irvine, CA (US);

Arash Kheradvar, Irvine, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2022.01); G06T 7/00 (2017.01); G01N 1/30 (2006.01); G06N 20/00 (2019.01); G06T 7/62 (2017.01);
U.S. Cl.
CPC ...
G06T 7/0012 (2013.01); G01N 1/30 (2013.01); G06N 20/00 (2019.01); G06T 7/62 (2017.01); G06T 2207/10024 (2013.01); G06T 2207/10081 (2013.01); G06T 2207/30048 (2013.01); G06T 2207/30052 (2013.01);
Abstract

A method of identifying and quantifying calcified regions of a tissue including obtaining an image of a cross-section of the tissue, wherein the image distinguishes between calcified regions and non-calcified regions of the cross-section of the tissue. Also disclosed are methods of detecting a change in size of a calcified region of a tissue over time including identifying and quantifying a first size of the calcified region of the tissue at a first time, identifying and quantifying a second size of the corresponding calcified region of the tissue at a second time, and detecting a change in size between the first and second size of the calcified region of the tissue in the image of a cross-section of the tissue. Some aspects relate to computer software program configured to construct a panoramic image from partial images, quantify RGB values for each pixel in the panoramic image, and calculate the total pixels of calcified and uncalcified regions and a calcification ratio.


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