Electrocardiogram artifact analysis method based on optimal scoring strategy

An analysis method, the technology of electrocardiogram, applied in the field of medical artificial intelligence

Pending Publication Date: 2022-08-05
无锡市中健科仪有限公司
View PDF0 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] In order to solve the problem that the existing technology cannot automatically identify short-term ECG artifacts caused by poor electrode contact, muscle tremors, and motion interference introduced during activities, the present invention provides an ECG artifact analysis method based on an optimal scoring strategy. It can automatically identify short-term ECG artifacts caused by poor electrode contact, muscle tremors, and motion interference introduced during activities, which greatly improves the work efficiency of technicians

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Electrocardiogram artifact analysis method based on optimal scoring strategy
  • Electrocardiogram artifact analysis method based on optimal scoring strategy
  • Electrocardiogram artifact analysis method based on optimal scoring strategy

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0167] The present invention includes an electrocardiogram artifact analysis method based on an optimal scoring strategy, which includes the following steps.

[0168] S1: obtain a heartbeat sample to be analyzed;

[0169] Let the sample length of the heartbeat to be analyzed be T ms, and the sampling rate is f Hz.

[0170] like figure 1 Shown is the heartbeat sample to be analyzed in this embodiment, T=1000ms, the R wave is located at the center position, taking the sampling rate of 128 as an example, the sampling abscissa sequence is 0,1...128, and the R wave is located at x=64 s position.

[0171] S2: based on the electrocardiogram of the heart beat sample to be analyzed, find the characteristic inflection point of the heart beat sample to be analyzed;

[0172] The feature inflection point is a sampling point that can represent the electrocardiogram feature of the heartbeat sample to be analyzed;

[0173] a1: Initialize set A and set B to be empty;

[0174] Put the firs...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

According to the electrocardiogram artifact analysis method based on the optimal scoring strategy, electrocardiogram artifacts with short duration caused by poor electrode contact, muscle vibration and movement interference introduced in activities can be automatically recognized, and the working efficiency of technicians is greatly improved. According to the technical scheme, the feature inflection points are found in the heart beat sample to be analyzed, the feature inflection points with the features of the Q point, the S point, the T starting point and the T ending point are found in all the feature inflection points, and the feature inflection points which do not conform to the QST combination position features are deleted. All feature inflection point combinations strictly conforming to the features between the Q point and the S point, the features between the S point and the T point and the features between the T starting point and the T ending point at the same time are found, and finally based on feature parameters such as the sharp incisura number of each combination, scoring is conducted through a scoring function, and the electrocardiograph artifacts are found.

Description

technical field [0001] The invention relates to the technical field of medical artificial intelligence, in particular to an electrocardiogram artifact analysis method based on an optimal scoring strategy. Background technique [0002] ECG artifact refers to ECG changes that result from non-cardiac excitation. During the acquisition of dynamic ECG data, the examiner is in a constantly changing daily life. Because of baseline drift, power frequency interference, poor electrode contact, muscle tremor, and motion interference introduced in activities, the ECG data is vulnerable to a large number of occurrences. Artifact data. For the artifacts caused by baseline drift and power frequency interference, such artifacts have a long duration and can show certain statistical laws. Through traditional digital signal filtering preprocessing and feature analysis algorithms, these artifacts can be well eliminated or marked. Artifact time period. However, for short-term artefacts such a...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
Patent Type & Authority Applications(China)
IPC IPC(8): A61B5/346A61B5/00
CPCA61B5/346A61B5/7207A61B5/7221
Inventor 方健王胜李洁
Owner 无锡市中健科仪有限公司
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap