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    BMCBI
    2006
    89views more  BMCBI 2006»
    A joint model for nonparametric functional mapping of longitudinal trajectory and time-to-event
    13 years 7 months ago
    A joint model for nonparametric functional mapping of longitudinal trajectory and time-to-event
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    Background: The characterization of the relationship between a longitudinal response process and a time-to-event has been a pressing challenge in biostatistical research. This has...
    Min Lin, Rongling Wu
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    BMCBI
    2006
    216views more  BMCBI 2006»
    Machine learning approaches to supporting the identification of photoreceptor-enriched genes based on expression data
    13 years 7 months ago
    Machine learning approaches to supporting the identification of photoreceptor-enriched genes based on expression data
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    Background: Retinal photoreceptors are highly specialised cells, which detect light and are central to mammalian vision. Many retinal diseases occur as a result of inherited dysfu...
    Haiying Wang, Huiru Zheng, David Simpson, Francisc...
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    BMCBI
    2006
    154views more  BMCBI 2006»
    An improved procedure for gene selection from microarray experiments using false discovery rate criterion
    13 years 7 months ago
    An improved procedure for gene selection from microarray experiments using false discovery rate criterion
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    Background: A large number of genes usually show differential expressions in a microarray experiment with two types of tissues, and the p-values of a proper statistical test are o...
    James J. Yang, Mark C. K. Yang
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    IVC
    2008
    147views more  IVC 2008»
    Distinctive and compact features
    13 years 7 months ago
    Distinctive and compact features
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    We consider the problem of extracting features for multi-class recognition problems. The features are required to make fine distinction between similar classes, combined with tole...
    Ayelet Akselrod-Ballin, Shimon Ullman
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    BMCBI
    2005
    161views more  BMCBI 2005»
    Non-linear mapping for exploratory data analysis in functional genomics
    13 years 7 months ago
    Non-linear mapping for exploratory data analysis in functional genomics
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    Background: Several supervised and unsupervised learning tools are available to classify functional genomics data. However, relatively less attention has been given to exploratory...
    Francisco Azuaje, Haiying Wang, Alban Chesneau
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