Population
Datasets provided for the Physionet/Computing in Cardiology Challenge 2014
Design
Other
Authors
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May aid R-peak detection in artifact-corrupted ECGs using synchronous signals; hypothesis-generating, requiring prospective validation before clinical adoption.
A multimodal approach fusing ECG and arterial blood pressure signals using signal quality indices provides robust R peak detection, achieving 95.1% sensitivity and 89.3% positive predictive value.
Johnson et al. (2015) studied this question.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: