Title:
ELECTROCARDIOGRAM DATA AUGMENTATION METHOD AND APPARATUS, AND ELECTRONIC DEVICE AND MEDIUM
Document Type and Number:
WIPO Patent Application WO/2022/036968
Kind Code:
A1
Abstract:
An electrocardiogram data augmentation method and apparatus (1200), and an electronic device (1300) and a medium. The electrocardiogram data augmentation method comprises: acquiring electrocardiogram data (S101); processing the electrocardiogram data to acquire a plurality of pieces of heart rate data (S102); and generating augmented data on the basis of at least two pieces heart rate data in the plurality of pieces of heart rate data (S103). Therefore, data augmentation can be performed on electrocardiogram data, and the data volume of a training set can be increased, such that a machine learning model can be fully trained to improve the performance of the model.
Inventors:
WANG JINGFENG (CN)
HUANG KAI (CN)
CHEN YANGXIN (CN)
ZHANG YULING (CN)
GUO SILU (CN)
SONG RIHUI (CN)
ZHAO BAOZE (CN)
ZHANG HENGFEI (CN)
HUANG KAI (CN)
CHEN YANGXIN (CN)
ZHANG YULING (CN)
GUO SILU (CN)
SONG RIHUI (CN)
ZHAO BAOZE (CN)
ZHANG HENGFEI (CN)
Application Number:
PCT/CN2020/137330
Publication Date:
February 24, 2022
Filing Date:
December 17, 2020
Export Citation:
Assignee:
BIOLAND LABORATORY (CN)
SUN YAT SEN MEMORIAL HOSPITAL SUN YAT SEN UNIV (CN)
SUN YAT SEN MEMORIAL HOSPITAL SUN YAT SEN UNIV (CN)
International Classes:
A61B5/00; A61B5/308; G06K9/00; G06N20/00
Foreign References:
| CN111772625A | 2020-10-16 | |||
| CN108090509A | 2018-05-29 | |||
| CN111460953A | 2020-07-28 | |||
| CN110393519A | 2019-11-01 | |||
| CN101843480A | 2010-09-29 | |||
| US20060079797A1 | 2006-04-13 |
Attorney, Agent or Firm:
BEIJING INTELLECTUAL HONESTY INTELLECTUAL PROPERTY AGENCY LTD. (CN)
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