Detection of Left Ventricular Hypertrophy Using Bayesian Additive Regression Trees: The MESA

BACKGROUND: We developed a new left ventricular hypertrophy (LVH) criterion using a machine‐learning technique called Bayesian Additive Regression Trees (BART). METHODS AND RESULTS: This analysis included 4714 participants from MESA (Multi‐Ethnic Study of Atherosclerosis) free of clinically apparent...

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Detalles Bibliográficos
Publicado en:J Am Heart Assoc
Autores principales: Sparapani, Rodney, Dabbouseh, Noura M., Gutterman, David, Zhang, Jun, Chen, Haiying, Bluemke, David A., Lima, Joao A. C., Burke, Gregory L., Soliman, Elsayed Z.
Formato: Artigo
Lenguaje:Inglês
Publicado: John Wiley and Sons Inc. 2019
Materias:
Original Research
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC6474924/
https://ncbi.nlm.nih.gov/pubmed/30827132
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1161/JAHA.118.009959
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