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    BMCBI
    2006
    90views more  BMCBI 2006»
    A Fourier Transformation based Method to Mine Peptide Space for Antimicrobial Activity
    13 years 8 months ago
    A Fourier Transformation based Method to Mine Peptide Space for Antimicrobial Activity
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    Background: Naturally occurring antimicrobial peptides are currently being explored as potential candidate peptide drugs. Since antimicrobial peptides are part of the innate immun...
    Vijayaraj Nagarajan, Navodit Kaushik, Beddhu Mural...
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    BMCBI
    2006
    102views more  BMCBI 2006»
    Microarray analysis distinguishes differential gene expression patterns from large and small colony Thymidine kinase mutants of
    13 years 8 months ago
    Microarray analysis distinguishes differential gene expression patterns from large and small colony Thymidine kinase mutants of
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    Background: The Thymidine kinase (Tk) mutants generated from the widely used L5178Y mouse lymphoma assay fall into two categories, small colony and large colony. Cells from the la...
    Tao Han, Jianyong Wang, Weida Tong, Martha M. Moor...
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    BMCBI
    2006
    137views more  BMCBI 2006»
    A classification-based framework for predicting and analyzing gene regulatory response
    13 years 8 months ago
    A classification-based framework for predicting and analyzing gene regulatory response
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    Background: We have recently introduced a predictive framework for studying gene transcriptional regulation in simpler organisms using a novel supervised learning algorithm called...
    Anshul Kundaje, Manuel Middendorf, Mihir Shah, Chr...
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    BMCBI
    2006
    158views more  BMCBI 2006»
    Parallelization of multicategory support vector machines (PMC-SVM) for classifying microarray data
    13 years 8 months ago
    Parallelization of multicategory support vector machines (PMC-SVM) for classifying microarray data
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    Background: Multicategory Support Vector Machines (MC-SVM) are powerful classification systems with excellent performance in a variety of data classification problems. Since the p...
    Chaoyang Zhang, Peng Li, Arun Rajendran, Youping D...
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    BMCBI
    2006
    157views more  BMCBI 2006»
    Determination of the minimum number of microarray experiments for discovery of gene expression patterns
    13 years 8 months ago
    Determination of the minimum number of microarray experiments for discovery of gene expression patterns
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    Background: One type of DNA microarray experiment is discovery of gene expression patterns for a cell line undergoing a biological process over a series of time points. Two import...
    Fang-Xiang Wu, W. J. Zhang, Anthony J. Kusalik
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