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A Data-Driven Gaussian Process Filter for Electrocardiogram Denoising

OBJECTIVE: Gaussian Processes (𝒢𝒫)-based filters, which have been effectively used for various applications including electrocardiogram (ECG) filtering can be computationally demanding and the choice of their hyperparameters is typically ad hoc. METHODS: We develop a data-driven 𝒢𝒫 filter to address...

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Detalles Bibliográficos
Autores principales: Dumitru, Mircea, Li, Qiao, Perez Alday, Erick Andres, Rad, Ali Bahrami, Clifford, Gari D., Sameni, Reza
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cornell University 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9882573/
https://www.ncbi.nlm.nih.gov/pubmed/36713244