Feature Importance of Acute Rejection among Black Kidney Transplant Recipients by Utilizing Random Forest Analysis: An Analysis of the UNOS Database

Background: Black kidney transplant recipients have worse allograft outcomes compared to White recipients. The feature importance and feature interaction network analysis framework of machine learning random forest (RF) analysis may provide an understanding of RF structures to design strategies to p...

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Detalles Bibliográficos
Autores principales: Thongprayoon, Charat, Jadlowiec, Caroline C., Leeaphorn, Napat, Bruminhent, Jackrapong, Acharya, Prakrati C., Acharya, Chirag, Pattharanitima, Pattharawin, Kaewput, Wisit, Boonpheng, Boonphiphop, Cheungpasitporn, Wisit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8621202/
https://www.ncbi.nlm.nih.gov/pubmed/34822363
http://dx.doi.org/10.3390/medicines8110066

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8621202/
https://www.ncbi.nlm.nih.gov/pubmed/34822363
http://dx.doi.org/10.3390/medicines8110066

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