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A machine learning pipeline for quantitative phenotype prediction from genotype data

BACKGROUND: Quantitative phenotypes emerge everywhere in systems biology and biomedicine due to a direct interest for quantitative traits, or to high individual variability that makes hard or impossible to classify samples into distinct categories, often the case with complex common diseases. Machin...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Guzzetta, Giorgio, Jurman, Giuseppe, Furlanello, Cesare
Format: Artigo
Sprache:Inglês
Veröffentlicht: BioMed Central 2010
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2966290/
https://ncbi.nlm.nih.gov/pubmed/21034428
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-11-S8-S3
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