Convolution Neural Network Algorithm for Shockable Arrhythmia Classification Within a Digitally Connected Automated External Defibrillator

Background Diagnosis of shockable rhythms leading to defibrillation remains integral to improving out‐of‐hospital cardiac arrest outcomes. New machine learning techniques have emerged to diagnose arrhythmias on ECGs. In out‐of‐hospital cardiac arrest, an algorithm within an automated external defibr...

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الحاوية / القاعدة:	Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease
المؤلفون الرئيسيون:	Christine P. Shen, Benjamin C. Freed, David P. Walter, James C. Perry, Amr F. Barakat, Ahmad Ramy A. Elashery, Kevin S. Shah, Shelby Kutty, Michael McGillion, Fu Siong Ng, Rola Khedraki, Keshav R. Nayak, John D. Rogers, Sanjeev P. Bhavnani
التنسيق:	مقال
اللغة:	الإنجليزية
منشور في:	Wiley 2023-04-01
الموضوعات:	automated external defibrillator convolution neural network ECG machine learning ventricular arrhythmias
الوصول للمادة أونلاين:	https://www.ahajournals.org/doi/10.1161/JAHA.122.026974