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A New Method for Heart Disease Detection: Long Short-Term Feature Extraction from Heart Sound Data

Heart sounds have been extensively studied for heart disease diagnosis for several decades. Traditional machine learning algorithms applied in the literature have typically partitioned heart sounds into small windows and employed feature extraction methods to classify samples. However, as there is n...

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Detalles Bibliográficos
Autores principales: Guven, Mesut, Uysal, Fatih
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10347018/
https://www.ncbi.nlm.nih.gov/pubmed/37447685
http://dx.doi.org/10.3390/s23135835