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:
Oct. 04, 2022
Filed:
Jun. 19, 2020
Keya Medical Technology Co., Ltd, Beijing, CN;
Xin Wang, Seattle, WA (US);
Youbing Yin, Kenmore, WA (US);
Junjie Bai, Seattle, WA (US);
Qi Song, Seattle, WA (US);
Kunlin Cao, Kenmore, WA (US);
Yi Lu, Seattle, WA (US);
Feng Gao, Seattle, WA (US);
KEYA MEDICAL TECHNOLOGY CO., LTD., Beijing, CN;
Abstract
A method and system can be used for disease quantification modeling of an anatomical tree structure. The method may include obtaining a centerline of an anatomical tree structure and generating a graph neural network including a plurality of nodes based on a graph. Each node corresponds to a centerline point and edges are defined by the centerline, with an input of each node being a disease related feature or an image patch for the corresponding centerline point and an output of each node being a disease quantification parameter. The method also includes obtaining labeled data of one or more nodes, the number of which is less than a total number of the nodes in the graph neural network. Further, the method includes training the graph neural network by transferring information between the one or more nodes and other nodes based on the labeled data of the one or more nodes.