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Robust identification of molecular phenotypes using semi-supervised learning

BACKGROUND: Modern molecular profiling techniques are yielding vast amounts of data from patient samples that could be utilized with machine learning methods to provide important biological insights and improvements in patient outcomes. Unsupervised methods have been successfully used to identify mo...

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Bibliografiske detaljer
Udgivet i:BMC Bioinformatics
Main Authors: Roder, Heinrich, Oliveira, Carlos, Net, Lelia, Linstid, Benjamin, Tsypin, Maxim, Roder, Joanna
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6540576/
https://ncbi.nlm.nih.gov/pubmed/31138112
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-019-2885-3
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