Title:
METHOD, PROGRAM, AND APPARATUS FOR PREDICTING HEALTH STATE BY USING ELECTROCARDIOGRAM
Document Type and Number:
WIPO Patent Application WO/2024/019523
Kind Code:
A1
Abstract:
According to an embodiment of the present disclosure, disclosed are a method, performed by a computing apparatus, for predicting the state of health by using electrocardiogram, and a program and an apparatus for same. The method may comprise the steps of: inputting electrocardiogram data into a pre-trained first deep learning model to extract features from the electrocardiogram data; and inputting the extracted features into a pre-trained second deep learning model to predict the state of health of a subject whose electrocardiogram data was measured. In this case, the first deep learning model may be trained to extract similar features from a first set of learning data measured at similar times from the same person, and may be trained to extract different features from a second set of learning data measured from different people.
Inventors:
KWON JOONMYOUNG (KR)
JO YONGYEON (KR)
JO YONGYEON (KR)
Application Number:
PCT/KR2023/010404
Publication Date:
January 25, 2024
Filing Date:
July 19, 2023
Export Citation:
Assignee:
MEDICAL AI CO LTD (KR)
International Classes:
G16H50/20; A61B5/0245; A61B5/346; G06N20/00; G16H50/50
Foreign References:
| KR20200036908A | 2020-04-07 | |||
| US20180260706A1 | 2018-09-13 | |||
| KR20210037614A | 2021-04-06 | |||
| KR20220055383A | 2022-05-03 | |||
| KR20220037917A | 2022-03-25 |
Attorney, Agent or Firm:
BEATBOARD IP LAW FIRM (KR)
Download PDF: