Utilizing machine learning dimensionality reduction for risk stratification of chest pain patients in the emergency department

BACKGROUND: Chest pain is among the most common presenting complaints in the emergency department (ED). Swift and accurate risk stratification of chest pain patients in the ED may improve patient outcomes and reduce unnecessary costs. Traditional logistic regression with stepwise variable selection...

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Detalhes bibliográficos
Publicado no:BMC Med Res Methodol
Principais autores: Liu, Nan, Chee, Marcel Lucas, Koh, Zhi Xiong, Leow, Su Li, Ho, Andrew Fu Wah, Guo, Dagang, Ong, Marcus Eng Hock
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2021
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8052947/
https://ncbi.nlm.nih.gov/pubmed/33865317
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12874-021-01265-2
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