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:
Sep. 12, 2023

Filed:

Jul. 29, 2019
Applicants:

Chunjoo (Justin) Park, St. Louis, MO (US);

Sasa Mutic, St. Louis, MO (US);

Hao Zhang, St. Louis, MO (US);

Olga Green, St. Louis, MO (US);

Inventors:

Chunjoo (Justin) Park, St. Louis, MO (US);

Sasa Mutic, St. Louis, MO (US);

Hao Zhang, St. Louis, MO (US);

Olga Green, St. Louis, MO (US);

Assignee:

Washington University, St. Louis, MO (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 3/40 (2006.01); G06T 5/00 (2006.01); G06N 3/08 (2023.01); G06N 3/04 (2023.01); G06F 17/18 (2006.01); A61B 6/00 (2006.01); A61N 5/10 (2006.01); G06N 20/20 (2019.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06T 3/4053 (2013.01); A61B 6/5258 (2013.01); A61N 5/1039 (2013.01); G06F 17/18 (2013.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G06N 20/20 (2019.01); G06T 5/002 (2013.01); G06T 2207/10088 (2013.01);
Abstract

The present disclosure describes a computer-implemented method of transforming a low-resolution MR image to a high-resolution MR image using a deep CNN-based MRI SR network and a computer-implemented method of transforming an MR image to a pseudo-CT (sCT) image using a deep CNN-based sCT network. The present disclosure further describes a MR image-guided radiation treatment system that includes a computing device to implement the MRI SR and CT networks and to produce a radiation plan based in the resulting high resolution MR images and sCT images.


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