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Priority-Lasso: a simple hierarchical approach to the prediction of clinical outcome using multi-omics data

BACKGROUND: The inclusion of high-dimensional omics data in prediction models has become a well-studied topic in the last decades. Although most of these methods do not account for possibly different types of variables in the set of covariates available in the same dataset, there are many such scena...

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Pubblicato in:BMC Bioinformatics
Autori principali: Klau, Simon, Jurinovic, Vindi, Hornung, Roman, Herold, Tobias, Boulesteix, Anne-Laure
Natura: Artigo
Lingua:Inglês
Pubblicazione: BioMed Central 2018
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6134797/
https://ncbi.nlm.nih.gov/pubmed/30208855
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-018-2344-6
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