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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Dades bibliogràfiques
Publicat a:Front Pharmacol
Autors principals: 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
Format: Artigo
Idioma:Inglês
Publicat: Frontiers Media S.A. 2020
Matèries:
Pharmacology
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC6987072/
https://ncbi.nlm.nih.gov/pubmed/32038238
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fphar.2019.01550
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