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Dynamic multi-outcome prediction after injury: Applying adaptive machine learning for precision medicine in trauma

OBJECTIVE: Machine learning techniques have demonstrated superior discrimination compared to conventional statistical approaches in predicting trauma death. The objective of this study is to evaluate whether machine learning algorithms can be used to assess risk and dynamically identify patient-spec...

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Detalles Bibliográficos
Autores principales: Christie, S. Ariane, Conroy, Amanda S., Callcut, Rachael A., Hubbard, Alan E., Cohen, Mitchell J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6457612/
https://www.ncbi.nlm.nih.gov/pubmed/30970030
http://dx.doi.org/10.1371/journal.pone.0213836