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Research in the Laboratory of Bioinformatics PDF Print E-mail
  • Bioinformatics for Tissue Engineering
  • Translational Bioinformatics
    • Data warehouse approaches for intelligent exploration of phenotypic data
    • Automated and integrated search on biological data and knowledge repositories
    • Text mining of scientific literature
    • Reasoning and decision support systems, that is, the definition of a workflow management environment following an epistemological model of scientific reasoning, in order to allow researchers to structure and organize each step of scientific discovery and results demonstration
  • Genetic Dissection of Complex Traits
    • Development of new analytical methods for genomic data analysis using machine learning- and information theory-based approaches
  • Genomics
    • Temporal clustering of gene expression time series using temporal abstraction-based clustering of gene expression profiles and Bayesian clustering of gene expression profiles
    • Gene network reconstruction using methods based on Bayesian networks and precedence temporal networks
  • Proteomics
    • New strategy for the analysis of SELDI/MALDI-TOF serum data to develop diagnostic methods based on proteomic profiles of body fluids generated by mass spectrometry