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    BMCBI
    2010
    135views more  BMCBI 2010»
    Delineation of amplification, hybridization and location effects in microarray data yields better-quality normalization
    13 years 7 months ago
    Delineation of amplification, hybridization and location effects in microarray data yields better-quality normalization
    Download  www.biomedcentral.com
    Background: Oligonucleotide arrays have become one of the most widely used high-throughput tools in biology. Due to their sensitivity to experimental conditions, normalization is ...
    Marc Hulsman, Anouk Mentink, Eugene P. van Someren...
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    SDM
    2008
    SIAM
    157views Data Mining» more  SDM 2008»
    ROC-tree: A Novel Decision Tree Induction Algorithm Based on Receiver Operating Characteristics to Classify Gene Expression Data
    13 years 9 months ago
    ROC-tree: A Novel Decision Tree Induction Algorithm Based on Receiver Operating Characteristics to Classify Gene Expression Data
    Download  siam.org
    Gene expression information from microarray experiments is a primary form of data for biological analysis and can offer insights into disease processes and cellular behaviour. Suc...
    M. Maruf Hossain, Md. Rafiul Hassan, James Bailey
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    BIBM
    2009
    IEEE
    172views Bioinformatics» more  BIBM 2009»
    Identifying Gene Signatures from Cancer Progression Data Using Ordinal Analysis
    14 years 21 days ago
    Identifying Gene Signatures from Cancer Progression Data Using Ordinal Analysis
    Download  vorlon.case.edu
    —A comprehensive understanding of cancer progression may shed light on genetic and molecular mechanisms of oncogenesis, and it may provide much needed information for effective d...
    Yoon Soo Pyon, Jing Li
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    BMCBI
    2006
    88views more  BMCBI 2006»
    Effect of various normalization methods on Applied Biosystems expression array system data
    13 years 7 months ago
    Effect of various normalization methods on Applied Biosystems expression array system data
    Download  www.biomedcentral.com
    Background: DNA microarray technology provides a powerful tool for characterizing gene expression on a genome scale. While the technology has been widely used in discovery-based m...
    Catalin C. Barbacioru, Yulei Wang, Roger D. Canale...
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    GCB
    2010
    Springer
    204views Biometrics» more  GCB 2010»
    Learning Pathway-based Decision Rules to Classify Microarray Cancer Samples
    13 years 5 months ago
    Learning Pathway-based Decision Rules to Classify Microarray Cancer Samples
    Download  www.cs.nott.ac.uk
    : Despite recent advances in DNA chip technology current microarray gene expression studies are still affected by high noise levels, small sample sizes and large numbers of uninfor...
    Enrico Glaab, Jonathan M. Garibaldi, Natalio Krasn...
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