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    BMCBI
    2006
    153views more  BMCBI 2006»
    Cancer diagnosis marker extraction for soft tissue sarcomas based on gene expression profiling data by using projective adaptive
    14 years 9 months ago
    Cancer diagnosis marker extraction for soft tissue sarcomas based on gene expression profiling data by using projective adaptive
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    Background: Recent advances in genome technologies have provided an excellent opportunity to determine the complete biological characteristics of neoplastic tissues, resulting in ...
    Hiro Takahashi, Takeshi Nemoto, Teruhiko Yoshida, ...
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    ICMLA
    2008
    149views Machine Learning» more  ICMLA 2008»
    Microarray Classification from Several Two-Gene Expression Comparisons
    14 years 11 months ago
    Microarray Classification from Several Two-Gene Expression Comparisons
    Download  www.cis.jhu.edu
    We describe our contribution to the ICMLA2008 "Automated Micro-Array Classification Challenge". The design of our classifier is motivated by the special scenario encounte...
    Donald Geman, Bahman Afsari, Aik Choon Tan, Daniel...
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    BMCBI
    2004
    120views more  BMCBI 2004»
    Optimal cDNA microarray design using expressed sequence tags for organisms with limited genomic information
    14 years 9 months ago
    Optimal cDNA microarray design using expressed sequence tags for organisms with limited genomic information
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    Background: Expression microarrays are increasingly used to characterize environmental responses and hostparasite interactions for many different organisms. Probe selection for cD...
    Yian A. Chen, David J. Mckillen, Shuyuan Wu, Matth...
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    BIBE
    2007
    IEEE
    136views Bioinformatics» more  BIBE 2007»
    A Two-Stage Gene Selection Algorithm by Combining ReliefF and mRMR
    14 years 11 months ago
    A Two-Stage Gene Selection Algorithm by Combining ReliefF and mRMR
    Download  users.cs.fiu.edu
    Abstract—Gene expression data usually contains a large number of genes, but a small number of samples. Feature selection for gene expression data aims at finding a set of genes ...
    Yi Zhang, Chris H. Q. Ding, Tao Li
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    BMCBI
    2007
    114views more  BMCBI 2007»
    Large scale statistical inference of signaling pathways from RNAi and microarray data
    14 years 9 months ago
    Large scale statistical inference of signaling pathways from RNAi and microarray data
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    Background: The advent of RNA interference techniques enables the selective silencing of biologically interesting genes in an efficient way. In combination with DNA microarray tec...
    Holger Fröhlich, Mark Fellmann, Holger Sü...
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