Patents by Inventor Chia-Ju HSIEH

Chia-Ju HSIEH has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Method of obtaining medical sagittal image, method of training neural network and computing device
    Patent number: 10997719
    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.
    Type: Grant
    Filed: March 28, 2019
    Date of Patent: May 4, 2021
    Assignee: National Cheng Kung University
    Inventors: Yung-Nien Sun, Pei-Yin Tsai, Chia-Ju Hsieh, Shih-Ting Huang, Yu-Han Huang
  • METHOD OF OBTAINING MEDICAL SAGITTAL IMAGE, METHOD OF TRAINING NEURAL NETWORK AND COMPUTING DEVICE
    Publication number: 20200211179
    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.
    Type: Application
    Filed: March 28, 2019
    Publication date: July 2, 2020
    Inventors: Yung-Nien SUN, Pei-Yin TSAI, Chia-Ju HSIEH, Shih-Ting HUANG, Yu-Han HUANG