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Accurate deep neural network model to detect cardiac arrhythmia on more than 10,000 individual subject ECG records

BACKGROUND AND OBJECTIVE: Cardiac arrhythmia, which is an abnormal heart rhythm, is a common clinical problem in cardiology. Detection of arrhythmia on an extended duration electrocardiogram (ECG) is done based on initial algorithmic software screening, with final visual validation by cardiologists....

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Bibliografiske detaljer
Udgivet i:Comput Methods Programs Biomed
Main Authors: Yildirim, Ozal, Talo, Muhammed, Ciaccio, Edward J., Tan, Ru San, Acharya, U Rajendra
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier B.V. 2020
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7477611/
https://ncbi.nlm.nih.gov/pubmed/32932129
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.cmpb.2020.105740
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