Population
Over 45,000 single-lead 10-second ECG segments from the Physionet Challenge 2011, MIT-BIH arrhythmia, and…
Comparison
Automated algorithm using Signal Quality Indices… vs Manual assessment (reference standard)
Design
Other
Authors
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May aid ECG quality checks to curb false ICU alarms; leaves open rhythm-specific validation before clinical adoption.
An automated SVM classifier using signal quality indices can accurately assess ECG quality to potentially reduce false ICU alarms, but requires rhythm-specific training.
Behar et al. (2013) studied this question.
Synapse has enriched 3 closely related papers on similar clinical questions. Consider them for comparative context: