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. 28, 2020

Filed:

Dec. 08, 2017
Applicant:

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

Inventors:

Mark D. Bronkalla, Hartland, WI (US);

Sun Young Park, San Diego, CA (US);

Murray A. Reicher, San Diego, CA (US);

Dustin Sargent, San Diego, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G16H 30/20 (2018.01); A61B 5/00 (2006.01); G06T 7/11 (2017.01); G16H 30/40 (2018.01); G06T 7/136 (2017.01); G06T 7/00 (2017.01);
U.S. Cl.
CPC ...
G16H 30/20 (2018.01); A61B 5/004 (2013.01); A61B 5/7267 (2013.01); G06T 7/11 (2017.01); G16H 30/40 (2018.01); A61B 5/0073 (2013.01); A61B 5/444 (2013.01); A61B 5/7425 (2013.01); G06T 7/0016 (2013.01); G06T 7/136 (2017.01); G06T 2207/10081 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20101 (2013.01); G06T 2207/30064 (2013.01); G06T 2207/30096 (2013.01);
Abstract

Medical imaging device- and display-invariant segmentation and measurement is provided. In various embodiments, a plurality of medical images is read from a data store. Metadata of each of the plurality of medical images is read. The metadata identifies an image acquisition device associated with each of the plurality of medical images. Based on the plurality of medical images and the metadata of each of the plurality of images, a learning system is trained to determine one or more image correction parameters. The one or more image correction parameters optimize segmentation of the plurality of medical images.


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