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Selecting a single model or combining multiple models for microarray-based classifier development? – A comparative analysis based on large and diverse datasets generated from the MAQC-II project

ABSTRACT: BACKGROUND: Genomic biomarkers play an increasing role in both preclinical and clinical application. Development of genomic biomarkers with microarrays is an area of intensive investigation. However, despite sustained and continuing effort, developing microarray-based predictive models (i....

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Bibliographische Detailangaben
Hauptverfasser: Chen, Minjun, Shi, Leming, Kelly, Reagan, Perkins, Roger, Fang, Hong, Tong, Weida
Format: Artigo
Sprache:Inglês
Veröffentlicht: BioMed Central 2011
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3236846/
https://ncbi.nlm.nih.gov/pubmed/22166133
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-12-S10-S3
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