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...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Front Pharmacol
Egile Nagusiak: 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
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Frontiers Media S.A. 2020
Gaiak:
Pharmacology
Sarrera elektronikoa: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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