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     Prof. Roded Sharan



    Contact information:
 

      PC chairs and editorial boards:  

    * RECOMB – Member of Steering Committee

    * RECOMB 2014 – Program Chair

    * EMBO Reports – Advisory Editorial Board

    * BMC Bioinformatics – Associate Editor

    * Journal of Computational Biology – Editorial Board member


Research Summary:



Research in the group focuses on modeling biological data using networks and applying graph algorithmic and machine learning techniques to mine these data and extract patterns of biological significance. Example projects include:
  • Inferring subnetworks that underlie a biological process of interest by integrating protein network data with gene expression or phenotypic information (see 1, 2).

  • Modeling mutational processes in cancer using machine learning techniques (see 1).

  • Construction and analysis of Hierarchical and Boolean network models using machine learning and integer programming techniques (see 1, 2).

  • Predicting drug properties and their applications in the clinical practice (see 1, 2).

  Selected Web-Servers / Software: