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:
Aug. 23, 2022
Filed:
May. 07, 2020
Applicant:
National Taiwan University, Taipei, TW;
Inventors:
Wei-Chih Liao, Taipei, TW;
Wei-Chung Wang, Taipei, TW;
Kao-Lang Liu, Taipei, TW;
Po-Ting Chen, Taipei, TW;
Ting-Hui Wu, Taipei, TW;
Holger Roth, Taipei, TW;
Assignee:
National Taiwan University, Taipei, TW;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2022.01); G16H 30/40 (2018.01); G16H 50/20 (2018.01); G06T 7/00 (2017.01); G06N 3/08 (2006.01); G06T 7/11 (2017.01);
U.S. Cl.
CPC ...
G16H 30/40 (2018.01); G06N 3/08 (2013.01); G06T 7/0012 (2013.01); G06T 7/11 (2017.01); G16H 50/20 (2018.01); G06T 2207/10088 (2013.01); G06T 2207/20132 (2013.01); G06T 2211/40 (2013.01);
Abstract
Provided are a medical image analyzing system and a method thereof, which mainly crop a plurality of image patches from a processed image including a segmentation label corresponding to a location of an organ, train a deep learning model with the image patches to obtain prediction values, and plot a receiver operating characteristic curve to determine a threshold which determines whether the image patches are cancerous, thereby effectively improving the detection rate of cancer.