Machine Learning for Prediction of Stable Warfarin Dose in US Latinos and Latin Americans

Populations used to create warfarin dose prediction algorithms largely lacked participants reporting Hispanic or Latino ethnicity. While previous research suggests nonlinear modeling improves warfarin dose prediction, this research has mainly focused on populations with primarily European ancestry....

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Detalles Bibliográficos
Autores principales: Steiner, Heidi E., Giles, Jason B., Patterson, Hayley Knight, Feng, Jianglin, El Rouby, Nihal, Claudio, Karla, Marcatto, Leiliane Rodrigues, Tavares, Leticia Camargo, Galvez, Jubby Marcela, Calderon-Ospina, Carlos-Alberto, Sun, Xiaoxiao, Hutz, Mara H., Scott, Stuart A., Cavallari, Larisa H., Fonseca-Mendoza, Dora Janeth, Duconge, Jorge, Botton, Mariana Rodrigues, Santos, Paulo Caleb Junior Lima, Karnes, Jason H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Pharmacology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8585774/
https://www.ncbi.nlm.nih.gov/pubmed/34776967
http://dx.doi.org/10.3389/fphar.2021.749786

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