Atrial fibrillation (AF) and atrial flutter (AFL) are two common life-threatening arrhythmias. Both are not only easily transformed into each other, but also often cause misdiagnosis due to the similar clinical symptoms. The early efficient and accurate detection of AF and AFL is helpful to ...
【论文阅读笔记】Automated detection of atrial fibrillation and atrial flutter in ECG signals based on convol,程序员大本营,技术文章内容聚合第一站。
五、结论 该机制使用11层CNN-IENN模型可以自动区分ECG信号。在两个公共数据库上通过10倍交叉验证对提出的模型进行了验证,同时获得了比几种最新算法更好的分类结果。研究的主要发现是,CNN和IENN的集成不仅使模型能够从原始ECG数据中自学本质特征,而且有助于增强ECG信号分析的模型性能。此外,分类模型可以高效,准确地实...
Automated discrimination between atrial fibrillation and atrial flutter in the resting 12-lead electrocardiogram 来自 NCBI 喜欢 0 阅读量: 46 作者:B Taha,S Reddy,Q Xue,S Swiryn 摘要: Computerized time-domain analysis of the QRST-subtracted 12-lead electrocardiogram (ECG) has been used successfully...
Deep learning Long-term ECG Atrial fibrillation Atrial flutter Key findings Introduction Atrial Fibrillation (Afib) is the most common arrhythmia, affecting 2% to 4% of the population.1,2 Because of population aging and increase in obesity, Afib prevalence is estimated to increase sharply in the ...
ectification in ECG Assessment of atrial fibrillation and flutter by T-P internal signal rectification in ECGAssessment of atrial fibrillation and flutter by T-P internal signal rectification in ECGIvaylo ChristovG. BortolanI. Daskalov
4:44 ECG of Atrial Flutter and Fibrillation Management Variation in guidelines can be seen based on practice locations and availability of resources and drugs. Detailed information regarding regional recommendations is available for review (US, UK, Europe) as well as a comparison summary of the glob...
Atrial Flutter ECG ReviewAtrial flutter occurs when a “reentrant” circuit is present, causing a repeated loop of electrical activity to depolarize the atrium at a rate of about 250 to 350 beats per minute; the atrial rate in atrial fibrillation is 400 to 600 bpm. ...
Atrial fibrillation and atrial flutter in athletes Atrial fibrillation (AF) is the most common arrhythmia in clinical practice, with an estimated prevalence of 0.4% to 1% in the general population, increasi... N Calvo,J Brugada,M Sitges,... - 《British Journal of Sports Medicine》 被引量:...
What is atrial fibrillation (A-fib)?A-fib is an irregular heartbeat that reduces your heart's ability to pump blood through your body. A-fib may come and go, or it may be a long-term condition. A-fib can cause life-threatening blood clots, stroke, or heart failure. It is important...