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首页> 外文期刊>International Journal of Artificial Intelligence Tools: Architectures, Languages, Algorithms >CCDD: AN ENHANCED STANDARD ECG DATABASE WITH ITS MANAGEMENT AND ANNOTATION TOOLS
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CCDD: AN ENHANCED STANDARD ECG DATABASE WITH ITS MANAGEMENT AND ANNOTATION TOOLS

机译:CCDD:具有其管理和注释工具的增强型标准ECG数据库

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摘要

Standard Electrocardiogram (ECG) database is created for validating and comparing different algorithms on feature detection and disease classification. At present, there are four frequently used standard databases: MIT-BIH arrhythmia database, QT database, CSE multi-lead database and AHA database. With the development in equipment and diagnosis approach, severe deficiencies are discovered and a new modern ECG database is needed for further research. So Chinese Cardiovascular Disease Database (CCDD or CCD database), which contains 12-Lead ECG data, detailed annotation features and beat diagnosis result is proposed. It is advanced for not only improving the raw ECG data's technical parameters, but also introducing valuable morphology features which are utilized by experienced cardiologists effectively. CCDD is employed by our group as well as aiming for supporting other research groups that work in automated ECG analysis.
机译:创建标准心电图(ECG)数据库,以验证和比较不同的特征检测和疾病分类算法。目前,有四个常用的标准数据库:MIT-BIH心律失常数据库,QT数据库,CSE多导数据库和AHA数据库。随着设备和诊断方法的发展,发现了严重的缺陷,需要新的现代ECG数据库进行进一步研究。因此,提出了包含12导联心电图数据,详细注解特征和心跳诊断结果的中国心血管疾病数据库(CCDD或CCD数据库)。它不仅可以改进原始ECG数据的技术参数,而且还可以引入有价值的形态特征,这些经验特征可以被经验丰富的心脏病专家有效地利用,因此它是先进的。 CCDD受雇于我们的小组,旨在支持其他从事自动ECG分析的研究小组。

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