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    JBI
    2008
    119views Bioinformatics» more  JBI 2008»
    Decision tool for the early diagnosis of trauma patient hypovolemia
    13 years 7 months ago
    Decision tool for the early diagnosis of trauma patient hypovolemia
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    We present a classifier for use as a decision assist tool to identify a hypovolemic state in trauma patients during helicopter transport to a hospital, when reliable acquisition o...
    Liangyou Chen, Thomas M. McKenna, Andrew T. Reisne...
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    BMCBI
    2008
    167views more  BMCBI 2008»
    Expression profiles of switch-like genes accurately classify tissue and infectious disease phenotypes in model-based classificat
    13 years 7 months ago
    Expression profiles of switch-like genes accurately classify tissue and infectious disease phenotypes in model-based classificat
    Download  www.biomedcentral.com
    Background: Large-scale compilation of gene expression microarray datasets across diverse biological phenotypes provided a means of gathering a priori knowledge in the form of ide...
    Michael Gormley, Aydin Tozeren
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    JMLR
    2010
    101views more  JMLR 2010»
    Classification Using Geometric Level Sets
    13 years 2 months ago
    Classification Using Geometric Level Sets
    Download  jmlr.csail.mit.edu
    A variational level set method is developed for the supervised classification problem. Nonlinear classifier decision boundaries are obtained by minimizing an energy functional tha...
    Kush R. Varshney, Alan S. Willsky
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    JIFS
    2002
    134views more  JIFS 2002»
    Classification of gene expression data using fuzzy logic
    13 years 7 months ago
    Classification of gene expression data using fuzzy logic
    Download  www.mit.edu
    Microarray technologies have allowed the measurement of expression of multiple genes simultaneously. Gene expression levels can be used to classify tissues into diagnostic or progn...
    Lucila Ohno-Machado, Staal A. Vinterbo, Griffin We...
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    DICTA
    2007
    186views Applied Computing» more  DICTA 2007»
    K-means Clustering for Classifying Unlabelled MRI Data
    13 years 9 months ago
    K-means Clustering for Classifying Unlabelled MRI Data
    Download  www.fjt.info.gifu-u.ac.jp
    Texture analysis of the liver for the diagnosis of cirrhosis is usually region-of-interest (ROI) based. Integrity of the label of ROI data may be a problem due to sampling. This p...
    Gobert N. Lee, Hiroshi Fujita
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