Linear classification of healthy people and patients with valvular heart diseases based on heart rate variability indices derived from electrocardiograms

Linear classification of healthy people and patients with valvular heart diseases based on heart rate variability indices derived from electrocardiograms

Heart rate variability (HRV) is an important marker in various cardiovascular and non-cardiovascular conditions. This study aimed to evaluate the effectiveness of three linear models (Logistic Regression, Ridge Regression, Support Vector Machine) in distinguishing between healthy individuals and tho...

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Bibliographic Details
Main Authors: Siecinski Szymon, Doniec Rafal Jan, Grzegorzek Marcin
Format: Article
Language:English
Published: De Gruyter 2024-12-01
Series:Current Directions in Biomedical Engineering
Subjects:
heart rate variability
electrocardiography
valvular heart disease
linear classifiers
Online Access:https://doi.org/10.1515/cdbme-2024-2144
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