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:
Dec. 12, 2023

Filed:

Feb. 12, 2021
Applicant:

Elekta Limited, Montreal, CA;

Inventors:

Philip P. Novosad, Montreal, CA;

Silvain Beriault, Longueuil, CA;

Assignee:

Elekta Limited, Montreal, CA;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/149 (2017.01); G06T 7/00 (2017.01); G06T 7/33 (2017.01); A61N 5/10 (2006.01); G06T 5/00 (2006.01); G06T 7/11 (2017.01);
U.S. Cl.
CPC ...
G06T 7/149 (2017.01); A61N 5/1038 (2013.01); A61N 5/1039 (2013.01); A61N 5/1048 (2013.01); A61N 5/1067 (2013.01); G06T 5/008 (2013.01); G06T 7/0012 (2013.01); G06T 7/0014 (2013.01); G06T 7/11 (2017.01); G06T 7/33 (2017.01); A61N 2005/1074 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/20116 (2013.01); G06T 2207/30096 (2013.01);
Abstract

Systems and methods are disclosed for performing automatic contour adaptation. The systems and methods receive first and second images depicting an anatomy of a subject and obtain a segmentation associated with the first image. The systems and methods apply a trained neural network to estimate the adapted segmentation corresponding to the anatomy depicted in the second image, the trained network consisting of two sub-networks: a registration sub-network, generating an initial segmentation estimate representing a deformation of the segmentation associated with the first image to fit the anatomy depicted in the second image, and a segmentation refinement sub-network, predicting a refined segmentation for the second image given the initial segmentation estimate.


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