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Updated: Jul 23, 2025

Analyzing Long-Term Electrocardiography Recordings to Detect Arrhythmias in Mice
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一个框架对数据库和计算方法进行比较研究,用于从单线心电图中检测心律失常

Elena Merdjanovska1,2, Aleksandra Rashkovska3

  • 1Department of Communication Systems, Jožef Stefan Institute, 1000, Ljubljana, Slovenia.

Scientific reports
|July 19, 2023
PubMed
概括

本研究介绍了ECGDL,一个开源的ECG分析工具,以提高心律失常检测的通用性. 它为多样化的数据集和深度学习模型提供了一个统一的框架,可以进行强大的现实世界绩效评估.

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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...
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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...
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