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Updated: Jun 21, 2025

Estimating Bilateral Atrial Function by Cardiovascular Magnetic Resonance Feature Tracking in Patients with Paroxysmal Atrial Fibrillation
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新的可解释的特征集提取和分类,以从ECG中准确检测心房动

Ruhi Sharmin1, Melissa C Brindise2, Jibin Joy Kolliyil2

  • 1Department of Biomedical Engineering, Purdue University, USA.

Computers in biology and medicine
|July 16, 2024
PubMed
概括

一种使用48个独特特征在心电图 (ECG) 中检测心房动 (AFib) 的新方法实现了高精度. 这种方法对于实时检测心律失常是有效的,即使是使用简短的心电图.

关键词:
心房动是一种心房动.相对应关系 相对应关系电心电图 (ECG) 是一种心电图.机器学习是机器学习.波段变换的波段变换是什么在XGBoost中使用.

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An electrocardiogram (ECG)graphically represents the heart's electrical activity on ECG paper or a monitor.
Components of the Electrocardiogram
The primary components of a normal ECG waveform in Normal sinus rhythm(NSR) include the P wave, PR interval, QRS complex, ST segment, T wave, and occasionally a U wave.
ECG waveforms are divided by vertical and horizontal lines at standard intervals.
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An electrocardiogram (ECG) is a diagnostic tool for identifying cardiac conditions such as arrhythmias, conduction abnormalities, and myocardial ischemia.
Definition
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Sinus Node Arrhythmias
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