Population
ECG signals from the MIT-BIH database, TELE database, PTB database, and 24/7 Holter recordings of 60…
Comparison
Simultaneous truth and performance level… vs Nine existing R-wave detectors
Design
Other
Authors
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R-wave detectors may underperform in multimorbid monitoring; leaves open STAPLE-enabled validation on noisy real-world ECGs.
The STAPLE algorithm allows for the comparison of R-wave detection algorithms on large, noisy, and incomplete ECG data without manual ground truth, revealing significant performance drops of existing methods in multimorbid subjects.
Kashif et al. (2016) studied this question.
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