Title:
METHOD FOR GENERATING PREDICTION RESULT FOR PREDICTING OCCURRENCE OF FATAL SYMPTOMS OF SUBJECT IN ADVANCE AND DEVICE USING SAME
Document Type and Number:
WIPO Patent Application WO/2019/031794
Kind Code:
A1
Abstract:
The present invention relates to a method for generating a prediction result for predicting an occurrence of fatal symptoms of a subject in advance, a method for performing data classification by using data augmentation in mechanical learning for the same, and a computing device using the same. Particularly, the computing device according to the present invention acquires vital signs of the subject, converts the same into individuated data, generates analysis information from the individuated data on the basis of a machine learning model, generates a prediction result by referring to the analysis information, and provides the prediction result to an external entity. In addition, another computing device according to the present invention acquires actual data, allows a generator and a discriminator of a modification GAN to learn by using information of a label and the actual data, generates similar data by using the same, allows a machine learning model to learn by using the similar data as learning data of the machine learning model for classification, and classifies data to be classified, on the basis of the learning, thereby generating classification information.
More Like This:
Inventors:
LEE YEONGNAM (KR)
LEE YEHA (KR)
KWON JUNMYEONG (KR)
LEE YEHA (KR)
KWON JUNMYEONG (KR)
Application Number:
PCT/KR2018/008918
Publication Date:
February 14, 2019
Filing Date:
August 07, 2018
Export Citation:
Assignee:
VUNO INC (KR)
HYEWON MEDICAL FOUND (KR)
HYEWON MEDICAL FOUND (KR)
International Classes:
G06N99/00; A61B5/00; G06N3/02; G16H50/20; G16H50/30
Foreign References:
| KR20130082551A | 2013-07-22 | |||
| KR20170061222A | 2017-06-05 | |||
| KR20140108417A | 2014-09-11 |
Other References:
LUAN TRAN: "Disentangled Representation Learning GAN for Pose-Invariant Face Recognition", CONFERENCE: IEEE COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017, July 2017 (2017-07-01), XP033249467
AUGUSTUS ODENA: "Conditional Image Synthesis With Auxiliary Classifier GANs", ARXIV.ORG, 30 October 2016 (2016-10-30), XP055577524, [retrieved on 20180921]
AUGUSTUS ODENA: "Conditional Image Synthesis With Auxiliary Classifier GANs", ARXIV.ORG, 30 October 2016 (2016-10-30), XP055577524, [retrieved on 20180921]
Attorney, Agent or Firm:
KANG, Ju Yeong (KR)
Download PDF:
Previous Patent: WORKSTATION, MEDICAL IMAGING DEVICE INCLUDING SAME, AND CONTROL METHOD THEREFOR
Next Patent: CLEANER
Next Patent: CLEANER