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Harnessing Machine Learning for Predicting Atrial Fibrillation from Electrocardiogram Signals

Background: Deep learning (DL) models can discern electrocardiogram (ECG) reports to identify individuals at risk for atrial fibrillation (AF). The etiology of AF in India differs from the West, with a high prevalence of valvular heart disease (mainly rheumatic). This study evaluates a DL model of 1...

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Principais autores: Gurunath Parale, Hrishikesh Parale, Chinmay Parale, Sidesh Kumar
格式: Artigo
語言:Inglês
出版: Wolters Kluwer Medknow Publications 2025-09-01
叢編:Journal of the Practice of Cardiovascular Sciences
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在線閱讀:https://journals.lww.com/10.4103/jpcs.jpcs_35_25
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