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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Detaylı Bibliyografya
Yayımlandı:Front Pharmacol
Asıl Yazarlar: 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
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Frontiers Media S.A. 2020
Konular:
Pharmacology
Online Erişim: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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