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. 04, 2021
Filed:
Mar. 28, 2019
National Cheng Kung University, Tainan, TW;
Yung-Nien Sun, Tainan, TW;
Pei-Yin Tsai, Tainan, TW;
Chia-Ju Hsieh, Tainan, TW;
Shih-Ting Huang, Tainan, TW;
Yu-Han Huang, Tainan, TW;
National Cheng Kung University, Tainan, TW;
Abstract
A method of training neural network for obtaining medical sagittal image includes: using a first neural network on a 3-D medical image to generate a prediction sagittal mask; generating a prediction result according to the 3-D medical image and the prediction sagittal mask; generating a ground truth result according to the 3-D medical image and a ground truth sagittal mask; using a second neural network on the prediction result and the ground truth result; generating a loss function data according to an output of the second neural network; and adjusting parameters of the first neural network or the second neural network according to the loss function data.