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Leveraging Classifier Performance Using Heuristic Optimization for Detecting Cardiovascular Disease from PPG Signals

Background/Objectives: Photoplethysmography (PPG) signals, which measure blood volume changes through light absorption, are increasingly used for non-invasive cardiovascular disease (CVD) detection. Analyzing PPG signals can help identify irregular heart patterns and other indicators of CVD. Methods...

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Autores principales: Sivamani Palanisamy, Harikumar Rajaguru
Formato: Artigo
Lenguaje:Inglês
Publicado: MDPI AG 2024-10-01
Colección:Diagnostics
Materias:
CVD
dimensionality reduction
LR
KNN
LDA
SVM
Acceso en línea:https://www.mdpi.com/2075-4418/14/20/2287
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