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Using machine learning techniques to develop risk prediction models to predict graft failure following kidney transplantation: protocol for a retrospective cohort study

Background: A mechanism to predict graft failure before the actual kidney transplantation occurs is crucial to clinical management of chronic kidney disease patients.  Several kidney graft outcome prediction models, developed using machine learning methods, are available in the literature.  However,...

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Detalles Bibliográficos
Autores principales: Senanayake, Sameera, Barnett, Adrian, Graves, Nicholas, Healy, Helen, Baboolal, Keshwar, Kularatna, Sanjeewa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: F1000 Research Limited 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7199287/
https://www.ncbi.nlm.nih.gov/pubmed/32419922
http://dx.doi.org/10.12688/f1000research.20661.2

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