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Clinical risk prediction with random forests for survival, longitudinal, and multivariate (RF-SLAM) data analysis

BACKGROUND: Clinical research and medical practice can be advanced through the prediction of an individual’s health state, trajectory, and responses to treatments. However, the majority of current clinical risk prediction models are based on regression approaches or machine learning algorithms that...

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Detalhes bibliográficos
Publicado no:BMC Med Res Methodol
Main Authors: Wongvibulsin, Shannon, Wu, Katherine C., Zeger, Scott L.
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6937754/
https://ncbi.nlm.nih.gov/pubmed/31888507
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12874-019-0863-0
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