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. 08, 2018

Filed:

Nov. 18, 2016
Applicant:

The Regents of the University of Michigan, Ann Arbor, MI (US);

Inventors:

Kayvan Najarian, Northville, MI (US);

Sayedmohammadreza Soroushmehr, Ann Arbor, MI (US);

Kevin R. Ward, Superior Township, MI (US);

Brahmajee K. Nallamothu, Ann Arbor, MI (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); A61B 5/00 (2006.01); G06T 5/00 (2006.01); A61B 5/02 (2006.01); A61B 6/00 (2006.01); G06T 7/11 (2017.01); G06T 7/62 (2017.01);
U.S. Cl.
CPC ...
A61B 5/7203 (2013.01); A61B 5/02007 (2013.01); A61B 6/504 (2013.01); A61B 6/5258 (2013.01); G06T 5/002 (2013.01); G06T 5/005 (2013.01); G06T 7/11 (2017.01); G06T 7/62 (2017.01); A61B 2576/023 (2013.01); G06T 2207/10016 (2013.01); G06T 2207/10116 (2013.01); G06T 2207/30101 (2013.01); G06T 2207/30168 (2013.01);
Abstract

A system analyzes angiogram image data, including video data, in order to extract vasculature information. Advanced image processing and machine learning techniques are used in pre-processing, frame selection, and vasculature segmentation to remove classes of artifacts from angiogram videos, and specifically from frames selected as having a sufficient amount of image data. From segmentation, accurate vasculature diameters are calculated, and, in some examples, stenoses and/or the extent of stenosis is automatically determined and displayed.


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