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Kernel-imbedded Gaussian processes for disease classification using microarray gene expression data

BACKGROUND: Designing appropriate machine learning methods for identifying genes that have a significant discriminating power for disease outcomes has become more and more important for our understanding of diseases at genomic level. Although many machine learning methods have been developed and app...

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Bibliographic Details
Main Authors: Zhao, Xin, Cheung, Leo Wang-Kit
Format: Artigo
Language:Inglês
Published: BioMed Central 2007
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC1821044/
https://ncbi.nlm.nih.gov/pubmed/17328811
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-8-67
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