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.:
Date of Patent:
Nov. 15, 2022
Filed:
Jul. 24, 2018
Applicant:
Elekta, Inc., Atlanta, GA (US);
Inventors:
Jiaofeng Xu, Saint Louis, MO (US);
Xiao Han, Chesterfield, MO (US);
Assignee:
Elekta, Inc., Atlanta, GA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2006.01); G06T 7/00 (2017.01); G06N 3/08 (2006.01); G06F 17/18 (2006.01);
U.S. Cl.
CPC ...
G06T 7/0014 (2013.01); G06F 17/18 (2013.01); G06N 3/0454 (2013.01); G06N 3/088 (2013.01); G06T 2207/10081 (2013.01); G06T 2207/20081 (2013.01);
Abstract
Techniques for generating an enhanced cone-beam computed tomography (CBCT) image using a trained model are provided. A CBCT image of a subject is received. a synthetic computed tomography (sCT) image corresponding to the CBCT image is generated, using a generative model. The generative model is trained in a generative adversarial network (GAN). The generative model is further trained to process the CBCT image as an input and provide the sCT image as an output. The sCT image is presented for medical analysis of the subject.