Machine Learning Algorithm for Predicting Warfarin Dose in Caribbean Hispanics Using Pharmacogenetic Data

Despite some previous examples of successful application to the field of pharmacogenomics, the utility of machine learning (ML) techniques for warfarin dose predictions in Caribbean Hispanic patients has yet to be fully evaluated. This study compares seven ML methods to predict warfarin dosing in Ca...

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Detalles Bibliográficos
Autores principales: Roche-Lima, Abiel, Roman-Santiago, Adalis, Feliu-Maldonado, Roberto, Rodriguez-Maldonado, Jovaniel, Nieves-Rodriguez, Brenda G., Carrasquillo-Carrion, Kelvin, Ramos, Carla M., da Luz Sant’Ana, Istoni, Massey, Steven E., Duconge, Jorge
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Pharmacology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6987072/
https://www.ncbi.nlm.nih.gov/pubmed/32038238
http://dx.doi.org/10.3389/fphar.2019.01550

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6987072/
https://www.ncbi.nlm.nih.gov/pubmed/32038238
http://dx.doi.org/10.3389/fphar.2019.01550

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