logo

For the Inventor, By the Inventor

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.:

US 11301720 B1

PDFFull Text
Date of Patent:
Apr. 12, 2022

Filed:

Apr. 28, 2020

Training set enrichment with insignificantly-abnormal medical images

Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Dana Levanony, Tel-Aviv, IL;

Shaked Perek, Givatayim, IL;

Efrat Hexter, Beit Shemesh, IL;

Assignee:

International Business Machines Corporation, Armonk, NY (US);

Attorney:

Dvir Gassner

Primary Examiner:

Sean M Conner

Assistant Examiner:

Stephen M Brinich

Int. Cl.
CPC ...
G06T 7/00 (2017.01); G06T 5/00 (2006.01); G06T 7/11 (2017.01); G16H 50/20 (2018.01); G16H 30/40 (2018.01); G06K 9/62 (2022.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6256 (2013.01); G06K 9/628 (2013.01); G06N 3/08 (2013.01); G06T 5/005 (2013.01); G06T 7/0016 (2013.01); G06T 7/11 (2017.01); G16H 30/40 (2018.01); G16H 50/20 (2018.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01);
Abstract

A method including: automatically detecting, using at least one machine learning algorithm, one or more abnormalities depicted in a medical image of a patient; automatically determining whether the one or more abnormalities have remained temporally and unchanged, based on an older medical image of the patient; and upon determining that the one or more abnormalities have remained temporally and spatially unchanged: automatically inpainting the one or more abnormalities in the medical image, and automatically enrich a new training set with the inpainted medical image.

Find Patent Forward Citations

Levanony, Dana. (2022). Training set enrichment with insignificantly-abnormal medical images (U.S. Patent No. 11301720). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11301720

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

Loading…