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A protocol for developing early warning score models from vital signs data in hospitals using ensembles of decision trees

INTRODUCTION: Multiple early warning scores (EWS) have been developed and implemented to reduce cardiac arrests on hospital wards. Case–control observational studies that generate an area under the receiver operator curve (AUROC) are the usual validation method, but investigators have also generated...

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Detalles Bibliográficos
Autores principales: Xu, Michael, Tam, Benjamin, Thabane, Lehana, Fox-Robichaud, Alison
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4567680/
https://www.ncbi.nlm.nih.gov/pubmed/26353873
http://dx.doi.org/10.1136/bmjopen-2015-008699