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Updated: Jun 28, 2025

Analyzing Long-Term Electrocardiography Recordings to Detect Arrhythmias in Mice
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Analyzing Long-Term Electrocardiography Recordings to Detect Arrhythmias in Mice

Published on: May 23, 2021

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基于RANet的ECG信号的分类方法

Aoxiang Zhang1, Xinwu Yang2, Tong Li1

  • 1Faculty of Information, Beijing University of Technology, Beijing, China.

Cardiovascular engineering and technology
|April 23, 2024
PubMed
概括

一个新的残留注意力神经网络通过解决梯度消失和数据不平衡,改善了心电图 (ECG) 的分类. 这种方法提高了心律失常检测的准确性,优于标准ResNet模型.

关键词:
注意力机制注意力机制这是一个ECG信号.剩余网络的残余网络

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An electrocardiogram (ECG) is a diagnostic tool for identifying cardiac conditions such as arrhythmias, conduction abnormalities, and myocardial ischemia.
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