Abstract
Accurate spectral analysis of 24-hour heart rate variability (HRV) requires time consuming interactive control of the overall processing, limiting its feasibility in large scale clinical trials. Fully automatic procedures allow a dramatic reduction of analysis time but the level of accuracy loss is unknown. In this study we compared automatic and interactive measurements of HRV indexes in a sample of 246 Holter recordings from chronic heart failure patients. We measured the total power of HRV and the power in the very low (0.01-0.04 Hz), low (0.04-0.15 Hz) and high (0.15-0.4 Hz) frequency bands. The comparison between the two methods was performed by computing the normalized difference between automatic and interactive measurements and estimating the bias and 95% limits of agreement. Automatic measurements showed a small bias (<±8%) compared to interactive measurements, while the limits of agreement were ≤ ±23% in all spectral indexes. Our results indicate that the systematic and random difference between automatic and interactive measurements of spectral indexes of HRV are acceptable for clinical studies.
Original language | English |
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Title of host publication | Studies in Health Technology and Informatics |
Pages | 128-132 |
Number of pages | 5 |
Volume | 180 |
DOIs | |
Publication status | Published - 2012 |
Event | 24th Medical Informatics in Europe Conference, MIE 2012 - Pisa, Italy Duration: Aug 26 2012 → Aug 29 2012 |
Other
Other | 24th Medical Informatics in Europe Conference, MIE 2012 |
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Country/Territory | Italy |
City | Pisa |
Period | 8/26/12 → 8/29/12 |
Keywords
- Chronic heart failure
- Heart rate variability
- Spectral analysis
ASJC Scopus subject areas
- Biomedical Engineering
- Health Informatics
- Health Information Management