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Combined performance of screening and variable selection methods in ultra-high dimensional data in predicting time-to-event outcomes

BACKGROUND: Building prognostic models of clinical outcomes is an increasingly important research task and will remain a vital area in genomic medicine. Prognostic models of clinical outcomes are usually built and validated utilizing variable selection methods and machine learning tools. The challen...

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Bibliografiske detaljer
Udgivet i:Diagn Progn Res
Main Authors: Pi, Lira, Halabi, Susan
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6214199/
https://ncbi.nlm.nih.gov/pubmed/30393771
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s41512-018-0043-4
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