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Updated: Jan 12, 2026

Analyzing Long-Term Electrocardiography Recordings to Detect Arrhythmias in Mice
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在使用深度学习组合的心电图扫描中检测可解释性心律失常:一种遗传编程方法

Arkadiusz Czerwinski1, Damian Kucharski1, Agata M Wijata2

  • 1Department of Algorithmics and Software, Silesian University of Technology, Gliwice, Poland.

NPJ digital medicine
|November 6, 2025
PubMed
概括

深度学习组合准确地检测心律不整,并从心电图中预测心房的复发. 可解释的人工智能增强了这些心血管疾病检测模型的临床解释性.

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Arrhythmia is a condition characterized by an irregular heart rhythm, with ECG changes that differ based on its origin and nature. The types of arrhythmias discussed below include atrial, junctional, and ventricular arrhythmias.Atrial ArrhythmiasPremature Atrial Complexes (PACs): PACs are early atrial beats caused by stress, caffeine, alcohol, electrolyte imbalances, hypoxia, hyperthyroidism, or certain medications (e.g., bronchodilators and decongestants). The ECG shows early P waves with an...
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