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
Publicado en:PLoS One
Main Authors: Christie, S. Ariane, Conroy, Amanda S., Callcut, Rachael A., Hubbard, Alan E., Cohen, Mitchell J.
Formato: Artigo
Idioma:Inglês
Publicado: Public Library of Science 2019
Assuntos:
Research Article
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6457612/
https://ncbi.nlm.nih.gov/pubmed/30970030
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0213836
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