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Cross-platform normalization of microarray and RNA-seq data for machine learning applications

Large, publicly available gene expression datasets are often analyzed with the aid of machine learning algorithms. Although RNA-seq is increasingly the technology of choice, a wealth of expression data already exist in the form of microarray data. If machine learning models built from legacy data ca...

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Bibliografische gegevens
Gepubliceerd in:PeerJ
Hoofdauteurs: Thompson, Jeffrey A., Tan, Jie, Greene, Casey S.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: PeerJ Inc. 2016
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4736986/
https://ncbi.nlm.nih.gov/pubmed/26844019
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj.1621
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