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Updated: Jan 13, 2026

Analyzing Long-Term Electrocardiography Recordings to Detect Arrhythmias in Mice
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基于知识的ECG噪声过框架的设计和评估.

Saifur Rahman1, John Yearwood1, Chandan Karmakar2

  • 1School of Information Technology, Deakin University, Geelong, VIC, Australia.

Scientific reports
|January 6, 2026
PubMed
概括

这项研究引入了一种新的电心电图 (ECG) 噪声存在框架,该框架将过适应检测到的噪声,改善信号质量并保持关键的心脏测量. 这种适应噪声的过提高了对心电图分析的诊断准确性.

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Instrumentation Amplifier01:25

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An electrocardiography (ECG) machine is an essential piece of medical equipment used to monitor the electrical activity of the heart. It operates by detecting small electrical changes on the skin that result from the depolarization of the heart muscle during each heartbeat. However, these signals are in the microvolt range and can be easily overwhelmed by noise or interference.
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Electrocardiogram

An electrocardiogram (ECG or EKG) is a critical diagnostic tool that records the electrical signals produced by the heart during each heartbeat. This recording is achieved through electrodes placed strategically on the arms, legs, and chest. The electrocardiograph amplifies these signals and produces 12 distinct tracings, offering a comprehensive understanding of the heart's electrical activity.
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Definition
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Parts of an ECG
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