ECG-based heartbeat classification for arrhythmia detection: A survey
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- 作者：Eduardo José ; da S. Luza ; eduluz@iceb.ufop.br" class="auth_mail" title="E-mail the corresponding author ; William Robson Schwartzb ; william@dcc.ufmg.br" class="auth_mail" title="E-mail the corresponding author ; Guillermo Cá ; mara-Chá ; veza ; guillermo@iceb.ufop.br" class="auth_mail" title="E-mail the corresponding author ; David Menottia ; c ; menotti@iceb.ufop.br" class="auth_mail" title="E-mail the corresponding author ; menotti@inf.ufpr.br" class="auth_mail" title="E-mail the corresponding author
- 关键词：ECG-based signal processing ; Heartbeat classification ; Preprocessing ; Heartbeat segmentation ; Feature extraction ; Learning algorithms
- 刊名：Computer Methods and Programs in Biomedicine
- 出版年：2016
- 出版时间：April 2016
- 年：2016
- 卷：127
- 期：Complete
- 页码：144-164
- 全文大小：2828 K
文摘
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Surveys the feature description methods, and the learning algorithms employed.
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Also surveys the ECG signal preprocessing and the heartbeat segmentation techniques.
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Description of databases used for methods evaluation indicated by the AAMI standard.
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Discussion of limitations and drawbacks of the methods in the literature.
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Concluding remarks and future challenges are also pointed out.