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Optimizing ECG to detect echocardiographic left ventricular hypertrophy with computer-based ECG data and machine learning

BACKGROUND: Left ventricular hypertrophy detected by echocardiography (Echo-LVH) is an independent predictor of mortality. Integration of the Philips DXL-16 algorithm into the electrocardiogram (ECG) extensively analyses the electricity of the heart. Machine learning techniques such as the C5.0 coul...

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Detalles Bibliográficos
Autores principales: De la Garza Salazar, Fernando, Romero Ibarguengoitia, Maria Elena, Azpiri López, José Ramón, González Cantú, Arnulfo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8631676/
https://www.ncbi.nlm.nih.gov/pubmed/34847202
http://dx.doi.org/10.1371/journal.pone.0260661