Key result
The hrv-analysis Python package matches Kubios software for HRV analysis with negligible errors.
Population
One candidate equipped with a Polar H10 chest belt for several days to collect test data.
Comparison
hrv-analysis Python package for HRV analysis and… vs Kubios HRV (v3.1) software
Design
Other
Authors
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May aid preclinical HRV research via open-source tools; leaves open human validation before clinical use.
The hrv-analysis Python package provides an open-source, accurate tool for heart rate variability analysis and signal preprocessing, comparable to standard proprietary software.
Champseix et al. (2021) studied Heart Rate Variability (HRV). hrv-analysis vs. Kubios HRV (v3.1) was evaluated on Comparison of time-domain and non-linear domain features for HRV analysis. hrv-analysis's Mean RR was calculated as 710.32 ms, with SDNN of 64.108 ms, showing similar results when compared with Kubios software with negligible relative errors.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: