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Updated: Jan 18, 2026

Analyzing Long-Term Electrocardiography Recordings to Detect Arrhythmias in Mice
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多窗口时间分析用于增强心律失常分类:利用心电图信号的远程依赖性

Tiezhi Wang1, Wilhelm Haverkamp2, Nils Strodthoff1

  • 1Carl von Ossietzky Universität Oldenburg, Ammerländer Heerstraße 114-118, Oldenburg, 26129, GERMANY.

Physiological measurement
|January 15, 2026
PubMed
概括

使用S4ECG深度学习模型分析较长的心电图 (ECG) 段,显著提高了心律失常检测的准确性,并减少了假阳性. 这种多窗口方法提高了在不同数据集的诊断性能和概括性.

关键词:
节律失常 (arrhythmia) 是一种心律失常.在心房动的情况下,心房动.决策支持系统 决策支持系统深度学习是一种深度学习.电心电图是指心电图.时间序列分析时间序列分析.

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