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Updated: May 24, 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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使用机器学习方法对RA和LA鼻节奏进行歧视

Yuxuan Du, Jason A Tri, Christopher V DeSimone

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
    |March 5, 2025
    PubMed
    概括

    机器学习有效地使用心内电图 (iEGM) 区分心房动 (AF). 这项研究以90.15%的准确度将鼻腔节律与左心房 (LA) 和右心房 (RA) 区分开来,为信号识别提供了洞察力.

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    Disturbances in Heart Rhythm

    Arrhythmia or dysrhythmia refers to an abnormal heart rhythm caused by a defect in the heart's conduction system. It can cause the heart to beat irregularly, too quickly, or too slowly, leading to symptoms like chest pain, shortness of breath, and fainting. Factors such as stress, caffeine, alcohol, nicotine, cocaine, certain drugs, congenital defects, diseases, and electrolyte abnormalities can trigger arrhythmias.
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