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:
Jul. 06, 2021

Filed:

Nov. 10, 2016
Applicant:

Exact Imaging, Inc., Ontario, CA;

Inventors:

Brian Wodlinger, Ontario, CA;

Theresa McGrath, Ontario, CA;

Jerrold Wen, Ontario, CA;

Assignee:

Exact Imaging, Inc., Markham, CA;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A61B 8/08 (2006.01); A61B 8/12 (2006.01); G06T 7/00 (2017.01); G16H 50/20 (2018.01); G16H 30/40 (2018.01); G16H 40/63 (2018.01); G06T 7/11 (2017.01); G06K 9/46 (2006.01); G06K 9/62 (2006.01); G06F 16/00 (2019.01);
U.S. Cl.
CPC ...
A61B 8/5223 (2013.01); A61B 8/085 (2013.01); A61B 8/12 (2013.01); A61B 8/481 (2013.01); A61B 8/483 (2013.01); A61B 8/485 (2013.01); A61B 8/488 (2013.01); A61B 8/5246 (2013.01); G06K 9/46 (2013.01); G06K 9/628 (2013.01); G06K 9/6257 (2013.01); G06K 9/6277 (2013.01); G06T 7/0012 (2013.01); G06T 7/0014 (2013.01); G06T 7/11 (2017.01); G16H 30/40 (2018.01); G16H 40/63 (2018.01); G16H 50/20 (2018.01); G06F 16/00 (2019.01); G06K 2209/051 (2013.01); G06T 2207/10132 (2013.01); G06T 2207/20076 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30081 (2013.01); G06T 2207/30096 (2013.01);
Abstract

This invention provides a system and method for providing Indicator Features in high resolution micro-ultrasound prostate images, wherein the ultrasound device operates at a center frequency of 15 MHz and above. Indicator Features are features, which have been identified alone and/or in combination with other features in high resolution micro-ultrasound images, and have been determined to be significantly statistically correlated to either benign tissue or some grade of cancerous tissue on the basis of predictive probabilities. These Indicator Features can be used to train a linear or non-linear classifier, which can be used to classify patient images of the prostate. These Indicator Features can be used to guide a clinician as to where to take a biopsy core from the prostate, as well as assist in diagnosis of the tissue.


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