Dependence of premature ventricular complexes on heart rate—it’s not that simple

Linear correlation as a tool to classify patients with frequent PVCs should be used with caution. It is sensitive to the specific 24-hour period analyzed and the methodology used to segment the data. More sophisticated classification approaches that can capture nonlinear and time-varying dependencies should be developed and considered in clinical practice.

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Publication Details

Journal
Journal of the American Medical Informatics Association
Published
2025-04-22
DOI
https://doi.org/10.1093/jamia/ocaf069
Citations
1
Primary Topic
Cardiac electrophysiology and arrhythmias
Type
article
Field-Weighted Citation Impact
1.39

Funders

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article

Dependence of premature ventricular complexes on heart rate—it’s not that simple

Marc W. Deyell, Thomas M. Bury, Leon Glass, Zachary Laksman et al.
1 citations
Journal of the American Medical Informatics Association
Cardiac electrophysiology and arrhythmias
1.39
article

Dependence of premature ventricular complexes on heart rate—it’s not that simple

Marc W. Deyell, Thomas M. Bury, Leon Glass, Zachary Laksman, Adrien Osakwe, Alvin Shrier, Gil Bub, Noah Wightman
article en
1 citations

Abstract

Linear correlation as a tool to classify patients with frequent PVCs should be used with caution. It is sensitive to the specific 24-hour period analyzed and the methodology used to segment the data. More sophisticated classification approaches that can capture nonlinear and time-varying dependencies should be developed and considered in clinical practice.

Journal of the American Medical Informatics AssociationVol. 33(1)
University of British Columbia (CA), McGill University (CA)
Heart and Stroke Foundation of Canada, Canadian Institutes of Health Research, Natural Sciences and Engineering Research Council of Canada
Good health and well-being
Openalex Percentile: Top 19%
Cardiac electrophysiology and arrhythmias
1.39
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