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    BIOCOMP
    2006
    233views Bioinformatics» more  BIOCOMP 2006»
    Dynamic Bayesian Network (DBN) with Structure Expectation Maximization (SEM) for Modeling of Gene Network from Time Series Gene
    14 years 11 months ago
    Dynamic Bayesian Network (DBN) with Structure Expectation Maximization (SEM) for Modeling of Gene Network from Time Series Gene
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    Exploring gene regulatory network is a key topic in molecular biology. In this paper, we present a new dynamic Bayesian network (DBN) framework embedded with structural expectatio...
    Yu Zhang, Zhidong Deng, Hongshan Jiang, Peifa Jia
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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
    14 years 9 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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    BMCBI
    2007
    227views more  BMCBI 2007»
    Growing functional modules from a seed protein via integration of protein interaction and gene expression data
    14 years 9 months ago
    Growing functional modules from a seed protein via integration of protein interaction and gene expression data
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    Background: Nowadays modern biology aims at unravelling the strands of complex biological structures such as the protein-protein interaction (PPI) networks. A key concept in the o...
    Ioannis A. Maraziotis, Konstantina Dimitrakopoulou...
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    BMCBI
    2006
    136views more  BMCBI 2006»
    Metric for Measuring the Effectiveness of Clustering of DNA Microarray Expression
    14 years 9 months ago
    Metric for Measuring the Effectiveness of Clustering of DNA Microarray Expression
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    Background: The recent advancement of microarray technology with lower noise and better affordability makes it possible to determine expression of several thousand genes simultane...
    Raja Loganantharaj, Satish Cheepala, John Clifford
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    BMCBI
    2008
    121views more  BMCBI 2008»
    Stability of gene contributions and identification of outliers in multivariate analysis of microarray data
    14 years 9 months ago
    Stability of gene contributions and identification of outliers in multivariate analysis of microarray data
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    Background: Multivariate ordination methods are powerful tools for the exploration of complex data structures present in microarray data. These methods have several advantages com...
    Florent Baty, Daniel Jaeger, Frank Preiswerk, Mart...
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