Title:
SYSTEM FOR CONSTRUCTING HYPERKALEMIA PREDICTION ALGORITHM THROUGH ELECTROCARDIOGRAM, METHOD FOR CONSTRUCTING HYPERKALEMIA PREDICTION ALGORITHM THROUGH ELECTROCARDIOGRAM BY USING SAME, AND HYPERKALEMIA PREDICTION SYSTEM USING ELECTROCARDIOGRAM
Document Type and Number:
WIPO Patent Application WO/2022/255852
Kind Code:
A1
Abstract:
The present invention relates to a system for constructing a hyperkalemia prediction algorithm through an electrocardiogram, a method for constructing a hyperkalemia prediction algorithm through an electrocardiogram by using same, and a hyperkalemia prediction system using an electrocardiogram, and the system for constructing a hyperkalemia prediction algorithm through an electrocardiogram comprises: a data collection unit for collecting electrocardiogram data on a plurality of hyperkalemia patients; a data processing unit for generating a training data set for machine learning on the basis of the electrocardiogram data collected by the data collection unit; and a model generation unit for constructing, on the basis of the training data set provided from the data processing unit, a neural network model for predicting hyperkalemia by using an electrocardiogram. The system for constructing a hyperkalemia prediction algorithm through an electrocardiogram, the method for constructing a hyperkalemia prediction algorithm through an electrocardiogram by using same, and the hyperkalemia prediction system using an electrocardiogram, according to the present invention, enable a neural network model for determining whether a patient has hyperkalemia to be constructed using an electrocardiogram, and thus a hyperkalemia patient can be more easily diagnosed in a noninvasive manner by using the neural network model.
Inventors:
YOUK HYUN (KR)
HWANG SANG WON (KR)
ERDENE BAYAR (KR)
HWANG SANG WON (KR)
ERDENE BAYAR (KR)
Application Number:
PCT/KR2022/008022
Publication Date:
December 08, 2022
Filing Date:
June 07, 2022
Export Citation:
Assignee:
UNIV INDUSTRY FOUNDATION YONSEI UNIV WONJU CAMPUS (KR)
International Classes:
A61B5/346; A61B5/00; A61B5/145; A61B5/256; A61B5/28; G16H50/20; G16H50/50; G16H50/70
Domestic Patent References:
| WO2017091736A1 | 2017-06-01 |
Foreign References:
| KR20190066332A | 2019-06-13 | |||
| US20190183359A1 | 2019-06-20 | |||
| EP3367897B1 | 2021-04-14 | |||
| JP2009537247A | 2009-10-29 |
Attorney, Agent or Firm:
G1 IP LAW FIRM (KR)
Download PDF:
Previous Patent: NANOVESICLE REACTOR AND MANUFACTURING METHOD THEREFOR
Next Patent: WATER TREATMENT APPARATUS EQUIPPED WITH LARVA FILTRATION FACILITY
Next Patent: WATER TREATMENT APPARATUS EQUIPPED WITH LARVA FILTRATION FACILITY