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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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Foilsithe in:BMC Med Res Methodol
Main Authors: Wongvibulsin, Shannon, Wu, Katherine C., Zeger, Scott L.
Formáid: Artigo
Teanga:Inglês
Foilsithe: BioMed Central 2019
Ábhair:
Rochtain Ar Líne: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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