A method of QRS complex detection using multi-scale mathematical morphology

The present work is aiming to show the detection of QRS complex from the electrocardiographic signal, having the four stage multi-scale mathematical morphology (4M) as its main method. The model presented is evaluated by a file from the MIT/BIH database and compared with three stage multi-scale morp...

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Bibliographic Details
Main Authors: Andrade Saraiva, Arata, Tacara, Silvio, Koslowski, Mikhail Anatholy, Benvenutti Borba, Gustavo, Sovierzoski, Miguel Antonio
Format: Conference Proceeding
Language:English
Subjects:
mathematical morphology
multi-scale mathematical morphology
QRS complex detection
signal filtering with mathematical morphology
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Summary:The present work is aiming to show the detection of QRS complex from the electrocardiographic signal, having the four stage multi-scale mathematical morphology (4M) as its main method. The model presented is evaluated by a file from the MIT/BIH database and compared with three stage multi-scale morphology (3M). The performance of both methods is shown by the ROC curve, ending the work with a discussion of the methods.
DOI:10.1109/BMEI.2012.6513009