Robust R-peak Detection using Deep Learning based on Integrating Domain Knowledge
IDDM 2023, pp. 1-14
Editorial summary
Reference ECG information is incorporated into the input signal before CNN processing, and a final processing step locates the R-peaks. Evaluation across four ECG databases compares peak-detection errors, precision and recall within a defined timing tolerance.
Bibliographic reference
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Oleksii Kovalchuk, Pavlo Radiuk, Olexander Barmak, Iurii Krak. "Robust R-peak Detection using Deep Learning based on Integrating Domain Knowledge". IDDM 2023, pp. 1-14, 2023.
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