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:
Jun. 10, 2025

Filed:

Nov. 30, 2021
Applicant:

Shanghai United Imaging Intelligence Co., Ltd., Shanghai, CN;

Inventors:

Xiao Chen, Cambridge, MA (US);

Xiaoling Hu, Setauket-East Setauket, NY (US);

Zhang Chen, Brookline, MA (US);

Yikang Liu, Cambridge, MA (US);

Terrence Chen, Lexington, MA (US);

Shanhui Sun, Lexington, MA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/11 (2017.01); G06T 3/18 (2024.01); G06T 7/149 (2017.01); G06T 7/246 (2017.01);
U.S. Cl.
CPC ...
G06T 7/11 (2017.01); G06T 3/18 (2024.01); G06T 7/149 (2017.01); G06T 7/246 (2017.01); G06T 2207/10088 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/20124 (2013.01); G06T 2207/30048 (2013.01);
Abstract

Described herein are systems, methods, and instrumentalities associated with segmenting and/or determining the shape of an anatomical structure. An artificial neural network (ANN) is used to perform these tasks based on a statistical shape model of the anatomical structure. The ANN is trained by evaluating and backpropagating multiple losses associated with shape estimation and segmentation mask generation. The model obtained using these techniques may be used for different clinical purposes including, for example, motion estimation and motion tracking.


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