A cascaded classifier for multi-lead ECG based on feature fusion

Chen Genlang; Hong Zhiqing; Guo Yongjuan; Pang Chaoyi

首页> 外文期刊>Computer Methods and Programs in Biomedicine: An International Journal Devoted to the Development, Implementation and Exchange of Computing Methodology and Software Systems in Biomedical Research and Medical Practice >A cascaded classifier for multi-lead ECG based on feature fusion

【24h】

A cascaded classifier for multi-lead ECG based on feature fusion

机译：基于特征融合的多引导ECG级联分类器

获取原文

获取原文并翻译 | 示例

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

Background and Objective: Electrocardiogram (ECG) is an important diagnostic tool for the diagnosis of heart disorders. Useful features and well-designed classification method are crucial for automatic diagnosis. However, most of the contributions were in single lead or two-lead ECG signal and only features from single lead were used to classify the ECG beats. In this paper, a cascaded classification system is proposed to extract features and classify heartbeats in order to improve the performance of ECG beat classification via multi-lead ECG.

机译：背景和目的：心电图（ECG）是诊断心脏病的重要诊断工具。有用的功能和设计精心设计的分类方法对于自动诊断至关重要。然而，大多数贡献都是单一的或两种引导ECG信号，并且仅使用单引线的功能来分类ECG节拍。在本文中，提出了一种级联分类系统来提取特征和分类心跳，以通过多引导ECG提高ECG击败分类的性能。

著录项

来源
《Computer Methods and Programs in Biomedicine: An International Journal Devoted to the Development, Implementation and Exchange of Computing Methodology and Software Systems in Biomedical Research and Medical Practice》 |2019年第2019期|共9页
作者
Chen Genlang; Hong Zhiqing; Guo Yongjuan; Pang Chaoyi;
展开▼
作者单位

Zhejiang Univ Ningbo Inst Technol Ningbo Zhejiang Peoples R China;

Zhejiang Univ Coll Comp Sci Hangzhou Zhejiang Peoples R China;

Ningbo First Hosp Dept Noninvas Electrocardiol Ningbo Zhejiang Peoples R China;

Zhejiang Univ Ningbo Inst Technol Ningbo Zhejiang Peoples R China;

展开▼
收录信息
原文格式 PDF
正文语种 eng
中图分类计算技术、计算机技术;
关键词
ECG; Beat classification; Cascaded classifier; Feature fusion;

机译：ECG;击败分类;级联分类器;特征融合;

相似文献

外文文献
中文文献
专利

1. A cascaded classifier for multi-lead ECG based on feature fusion [J] . Chen Genlang, Hong Zhiqing, Guo Yongjuan, Computer Methods and Programs in Biomedicine: An International Journal Devoted to the Development, Implementation and Exchange of Computing Methodology and Software Systems in Biomedical Research and Medical Practice . 2019,第期

机译：基于特征融合的多引导ECG级联分类器
2. Arrhythmia detection using multi-lead ECG spectra and Complex Support Vector Machine Classifiers [J] . Najlaa Jannah, Sillas Hadjiloucas, Jameel Al-Malki Procedia Computer Science . 2021,第a期

机译：使用多引导ECG光谱和复合支持向量机分类器的心律失常检测
3. Multi-lead ECG signal analysis for myocardial infarction detection and localization through the mapping of Grassmannian and Euclidean features into a common Hilbert space [J] . Barmpoutis Panagiotis, Dimitropoulos Kosmas, Apostolidis Anestis, Biomedical signal processing and control . 2019,第JULa期

机译：通过将Grassmannian和Euclidean特征映射到公共Hilbert空间来进行心肌梗塞检测和定位的多导联ECG信号分析
4. Neural Network Classifier Based on the Features of Multi-lead ECG [C] . Mozhiwen, Feng Jun, Qiu Yazhu, International Conference on Advances in Natural Computation(ICNC 2005); 20050827-29; Changsha(CN) . 2005

机译：基于多导心电图特征的神经网络分类器
5. Robust high range resolution radar target identification using a statistical feature-based classifier with feature level fusion [D] . Mitchell, Richard Allen 1997

机译：使用基于统计的基于特征的融合分类器的分类器进行高分辨力的高分辨率雷达目标识别
6. Thai Finger-Spelling Recognition Using a Cascaded Classifier Based on Histogram of Orientation Gradient Features [O] . Kittasil Silanon 2017

机译：基于方向梯度特征直方图的级联分类器泰语拼写识别
7. An Automated High-Accuracy Detection Scheme for Myocardial Ischemia Based on Multi-Lead Long-Interval ECG and Choi-Williams Time-Frequency Analysis Incorporating a Multi-Class SVM Classifier [O] . Ahmed Faeq Hussein, Shaiful Jahari Hashim, Fakhrul Zaman Rokhani, 2021

机译：基于多铅长间隔ECG和CHOI-WILLIAMS时频分析的基于多级SVM分类器的自动高精度检测方案

A cascaded classifier for multi-lead ECG based on feature fusion

摘要

著录项

相似文献

相关主题

期刊订阅