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:
May. 06, 2025
Filed:
Jul. 30, 2019
Applicant:
Washington University, St. Louis, MO (US);
Inventors:
Deshan Yang, St. Louis, MO (US);
Yabo Fu, St. Louis, MO (US);
Assignee:
Washington University, St. Louis, MO (US);
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G01R 33/56 (2005.12); A61B 5/00 (2005.12); A61B 5/20 (2005.12); G01R 33/48 (2005.12); G06F 18/21 (2022.12); G06F 18/214 (2022.12); G06N 3/0455 (2022.12); G06N 3/0895 (2022.12); G06N 20/20 (2018.12); G06T 7/12 (2016.12); G06V 10/82 (2021.12);
U.S. Cl.
CPC ...
G01R 33/5608 (2012.12); A61B 5/201 (2012.12); A61B 5/4238 (2012.12); A61B 5/4244 (2012.12); A61B 5/4255 (2012.12); A61B 5/4836 (2012.12); A61B 5/7267 (2012.12); G01R 33/4808 (2012.12); G06F 18/2148 (2022.12); G06F 18/2185 (2022.12); G06F 18/2193 (2022.12); G06N 3/0455 (2022.12); G06N 3/0895 (2022.12); G06N 20/20 (2018.12); G06T 7/12 (2016.12); G06V 10/82 (2021.12); G06T 2207/10088 (2012.12); G06T 2207/20084 (2012.12); G06T 2207/30056 (2012.12); G06T 2207/30084 (2012.12); G06T 2207/30092 (2012.12); G06V 2201/031 (2021.12);
Abstract
Among the various aspects of the present disclosure is the provision of methods and systems for segmenting images and expediting a contouring process for MRI-guided adaptive radiotherapy (MR-IGART) comprising applying a convolutional neural network (CNN), wherein the CNN accurately segments organs (e.g., the liver, kidneys, stomach, bowel, or duodenum) in 3D MR images.