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:
Apr. 12, 2022

Filed:

May. 07, 2020
Applicant:

Tencent America Llc, Palo Alto, CA (US);

Inventors:

Hui Tang, Mountain View, CA (US);

Chao Huang, Palo Alto, CA (US);

Shih-Yao Lin, Palo Alto, CA (US);

Zhen Qian, Santa Clara, CA (US);

Wei Fan, New York, NY (US);

Assignee:

TENCENT AMERICA LLC, Palo Alto, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06T 5/00 (2006.01); G06T 5/50 (2006.01); G06T 7/174 (2017.01); G06F 17/17 (2006.01);
U.S. Cl.
CPC ...
G06T 7/0012 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06T 5/002 (2013.01); G06T 5/50 (2013.01); G06T 7/174 (2017.01); G06F 17/17 (2013.01); G06T 2207/10081 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/20182 (2013.01);
Abstract

A computer-implemented method of training a neural network for organ segmentation may be provided. The method may include: collecting a set of digital sample images from a database; inputting the collected set of digital images into a neural network recognition model; and training the neural network recognition model to recognize a first object in a first digital image as a specific object based on the first object being similar to a second object in a second digital image. The method may comprise predicting a signed distance map (SDM) in conjunction with a segmentation map.


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