关于用于ECG复杂性分析的马类心电图谱记录装置的性能协议
Vadim Alexeenko1, Dhruvpal Singh Anchan1, Fe Ter Woort2
1University of Surrey, Guildford, UK.
Equine veterinary journal
|November 20, 2025
概括
马类心电图 (ECG) 复杂性分析的可互换性对于人工智能诊断至关重要. 心跳检测粗粒度显示设备独立,但其他方法随心率而变化,需要仔细考虑记录设备和技术.
科学领域:
- 马类心脏病学 马类心脏病学
- 兽医诊断 兽医诊断 兽医诊断 兽医诊断
- 医学中的人工智能
背景情况:
- 非线性心电图 (ECG) 分析正在出现,用于人工智能驱动的马类心脏诊断.
- 不同设备的ECG数据需要标准化,以确保可靠的结果.
研究的目的:
- 为了评估TelevetTM和EquimetreTM系统之间的ECG复杂性值的一致性.
- 为了确定ECG复杂度测量是否可以在不同的记录设备上互换.
主要方法:
- 在训练期间,37匹健康的纯血统马的同时ECG记录.
- 自动算法用于提取高质量的60秒心电图段 (心率30-100bpm).
- 应用值跨越,节拍检测和特征检测粗粒度算法进行复杂性分析.
主要成果:
- 心跳检测粗粒度产生了所有心率的设备独立复杂性结果.
- 功能检测 (低于75 bpm) 和值跨越 (高于75 bpm) 显示出显著的设备依赖差异.
- 对复杂度值进行了心率校正.
结论:
- 精确比较心电图复杂性分析需要考虑设备,心率和粗粒度技术的变化.
- 节拍检测粗粒度为设备独立的马类心电图分析提供了潜力.
- 限制包括方便采样和数据在目标心率范围内的可用性.
更多相关视频
相关概念视频
Electrocardiogram
5.3K
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.
Three major waveforms are present in a typical ECG recording: the P wave, the QRS complex, and...
Three major waveforms are present in a typical ECG recording: the P wave, the QRS complex, and...
5.3K
Instrumentation Amplifier
1.0K
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.
To overcome this challenge, an ECG machine utilizes an instrumentation amplifier. This specialized amplifier is...
To overcome this challenge, an ECG machine utilizes an instrumentation amplifier. This specialized amplifier is...
1.0K
Electrocardiogram Fundamentals
1.4K
Introduction
An electrocardiogram (ECG) is a diagnostic tool for identifying cardiac conditions such as arrhythmias, conduction abnormalities, and myocardial ischemia.
Definition
An electrocardiogram (ECG) visualizes the heart's electrical activity by tracing the electrical movement associated with each heartbeat on a graph or monitor. As the heart beats, an electrical wave passes through it, correlating with the cardiac cycle events.
Parts of an ECG
An ECG utilizes electrodes on the skin...
An electrocardiogram (ECG) is a diagnostic tool for identifying cardiac conditions such as arrhythmias, conduction abnormalities, and myocardial ischemia.
Definition
An electrocardiogram (ECG) visualizes the heart's electrical activity by tracing the electrical movement associated with each heartbeat on a graph or monitor. As the heart beats, an electrical wave passes through it, correlating with the cardiac cycle events.
Parts of an ECG
An ECG utilizes electrodes on the skin...
1.4K
Correlation between ECG and Cardiac Cycle
11.6K
The electrical signals recorded on an electrocardiogram (ECG) occur before the mechanical processes of contraction and relaxation during the cardiac cycle.
A cardiac action potential originates in the SA node and spreads throughout the atria and the AV node in approximately 0.03 seconds. This results in the P wave in an ECG and triggers atrial contraction. The action potential is then briefly slowed at the AV node, allowing the atria to contract and fill the ventricles with blood before...
A cardiac action potential originates in the SA node and spreads throughout the atria and the AV node in approximately 0.03 seconds. This results in the P wave in an ECG and triggers atrial contraction. The action potential is then briefly slowed at the AV node, allowing the atria to contract and fill the ventricles with blood before...
11.6K
ECG Interpretation of Rhythms
12.3K
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.
The horizontal axis measures time and rate, and the vertical axis measures amplitude or voltage....
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.
The horizontal axis measures time and rate, and the vertical axis measures amplitude or voltage....
12.3K
Dysrhythmias V: Evaluating Dysrhythmias
315
Dysrhythmias, also known as arrhythmias, are disturbances in the heart's rhythm that range from benign to life-threatening. A thorough evaluation is crucial for appropriate management and involves a comprehensive medical history, physical examination, and various diagnostic tests.Medical HistorySymptoms: Collect detailed information on palpitations, dizziness, syncope, chest pain, and fatigue. Note their onset, frequency, and triggers.Previous Cardiac Issues: Document any history of heart...
315


