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Block Forests: random forests for blocks of clinical and omics covariate data

BACKGROUND: In the last years more and more multi-omics data are becoming available, that is, data featuring measurements of several types of omics data for each patient. Using multi-omics data as covariate data in outcome prediction is both promising and challenging due to the complex structure of...

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Bibliografiske detaljer
Udgivet i:BMC Bioinformatics
Main Authors: Hornung, Roman, Wright, Marvin N.
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6598279/
https://ncbi.nlm.nih.gov/pubmed/31248362
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-019-2942-y
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