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    BIOINFORMATICS
    2005
    89views more  BIOINFORMATICS 2005»
    Regularized ROC method for disease classification and biomarker selection with microarray data
    13 years 5 months ago
    Regularized ROC method for disease classification and biomarker selection with microarray data
    Download  www.stat.uiowa.edu
    Shuangge Ma, Jian Huang
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    BMCBI
    2007
    132views more  BMCBI 2007»
    On the analysis of glycomics mass spectrometry data via the regularized area under the ROC curve
    13 years 5 months ago
    On the analysis of glycomics mass spectrometry data via the regularized area under the ROC curve
    Download  www.biomedcentral.com
    Background: Novel molecular and statistical methods are in rising demand for disease diagnosis and prognosis with the help of recent advanced biotechnology. High-resolution mass s...
    Jingjing Ye, Hao Liu, Crystal Kirmiz, Carlito B. L...
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    BMCBI
    2008
    113views more  BMCBI 2008»
    A novel application of quantile regression for identification of biomarkers exemplified by equine cartilage microarray data
    13 years 5 months ago
    A novel application of quantile regression for identification of biomarkers exemplified by equine cartilage microarray data
    Download  www.biomedcentral.com
    Background: Identification of biomarkers among thousands of genes arrayed for disease classification has been the subject of considerable research in recent years. These studies h...
    Liping Huang, Wenying Zhu, Christopher P. Saunders...
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    BMCBI
    2007
    112views more  BMCBI 2007»
    Selecting dissimilar genes for multi-class classification, an application in cancer subtyping
    13 years 5 months ago
    Selecting dissimilar genes for multi-class classification, an application in cancer subtyping
    Download  www.biomedcentral.com
    Background: Gene expression microarray is a powerful technology for genetic profiling diseases and their associated treatments. Such a process involves a key step of biomarker ide...
    Zhipeng Cai, Randy Goebel, Mohammad R. Salavatipou...
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    BIOCOMP
    2007
    161views Bioinformatics» more  BIOCOMP 2007»
    Biomarker Discovery Across Annotated and Unannotated Microarray Datasets Using Semi-Supervised Learning
    13 years 6 months ago
    Biomarker Discovery Across Annotated and Unannotated Microarray Datasets Using Semi-Supervised Learning
    Download  www.biomedcentral.com
    The growing body of DNA microarray data has the potential to advance our understanding of the molecular basis of disease. However annotating microarray datasets with clinically us...
    Cole Harris, Noushin Ghaffari
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