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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Autori principali:	Siecinski Szymon, Doniec Rafal Jan, Grzegorzek Marcin
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	De Gruyter 2024-12-01
Serie:	Current Directions in Biomedical Engineering
Soggetti:	heart rate variability electrocardiography valvular heart disease linear classifiers
Accesso online:	https://doi.org/10.1515/cdbme-2024-2144
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