Why the study?
Does an automated method using SVM and ADAPIT accurately estimate the reliability of heart rates from ECG and PPG waveforms compared to human experts in trauma patients?
Population
158 randomly selected data samples of trauma patients collected during helicopter transport, each sample…
Comparison
Automated method estimating reliability of heart… vs Manual analysis performed by human experts
Design
Other
Authors
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May support automated HR quality assessment in trauma ECG/PPG; leaves open prospective validation before clinical adoption.
Does an automated method using SVM and ADAPIT accurately estimate the reliability of heart rates from ECG and PPG waveforms compared to human experts in trauma patients?
An automated method using SVM and ADAPIT can reliably assess the quality of heart rate data derived from ECG and PPG waveforms in noisy environments.
Yu et al. (2006) studied this question.