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    BMCBI
    2006
    167views more  BMCBI 2006»
    GOurmet: A tool for quantitative comparison and visualization of gene expression profiles based on gene ontology (GO) distributi
    13 years 7 months ago
    GOurmet: A tool for quantitative comparison and visualization of gene expression profiles based on gene ontology (GO) distributi
    Download  www.biomedcentral.com
    Background: The ever-expanding population of gene expression profiles (EPs) from specified cells and tissues under a variety of experimental conditions is an important but difficu...
    Jason M. Doherty, Lynn K. Carmichael, Jason C. Mil...
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    BMCBI
    2010
    150views more  BMCBI 2010»
    Kernel based methods for accelerated failure time model with ultra-high dimensional data
    13 years 4 months ago
    Kernel based methods for accelerated failure time model with ultra-high dimensional data
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    Background: Most genomic data have ultra-high dimensions with more than 10,000 genes (probes). Regularization methods with L1 and Lp penalty have been extensively studied in survi...
    Zhenqiu Liu, Dechang Chen, Ming Tan, Feng Jiang, R...
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    BMCBI
    2008
    127views more  BMCBI 2008»
    Gene and pathway identification with Lp penalized Bayesian logistic regression
    13 years 7 months ago
    Gene and pathway identification with Lp penalized Bayesian logistic regression
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    Background: Identifying genes and pathways associated with diseases such as cancer has been a subject of considerable research in recent years in the area of bioinformatics and co...
    Zhenqiu Liu, Ronald B. Gartenhaus, Ming Tan, Feng ...
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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
    13 years 7 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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    ISNN
    2005
    Springer
    144views Neural Networks» more  ISNN 2005»
    An Information Criterion for Informative Gene Selection
    14 years 29 days ago
    An Information Criterion for Informative Gene Selection
    Download  www.is.pku.edu.cn
    It is important in bioinformatics research and applications to select or discover informative genes of a tumor from microarray data. However, most of the existing methods are based...
    Fei Ge, Jinwen Ma
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