Association of Premature Ventricular Contraction (PVC) with hematological parameters: a data mining approach.

ABSTRACT: Premature ventricular contraction (PVC) is characterized by early repolarization of the myocardium originating from Purkinje fibers. PVC may occur in individuals who are otherwise healthy. However, it may be associated with some pathological conditions. In this research the association between hematological factors and PVC was studied. In this study, 9,035 participants were enrolled in the Mashhad stroke and heart atherosclerotic disorder (MASHAD) cohort study. The association of hematological factors with PVC was evaluated using different machine learning (ML) algorithms, including logistic regression (LR), C5.0, and boosting decision tree (DT). The dataset was divided into training and test, and each model's performance was appraised on the test dataset. All data analyses used SPSS versi

SUBMITTER: Hosseini N 

PROVIDER: S-EPMC11756411 | biostudies-literature | 2025 Jan

REPOSITORIES: biostudies-literature