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Machine Learning

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... Machine learning etc.) Bioinformatics (annotation, protein modelling/docking, interaction) Chemoinformatics (structure, QSAR based inhibitors) ... – PowerPoint PPT presentation

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Title: Machine Learning


1
G. P. S. Raghava Institute of Microbial
Technology, Chandigarh
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Novelty Behind CRDD
  • Compilation of resources (single platform)
  • High priority to peer-review data
  • Web Interface over libraries (e.g. R)
  • Integration of chemo/pharma/bioinformatics
  • User-friendly interfaces
  • Support for multiple programming languages
  • Award/Reward system

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  • Promoting Open Source for Drug Discovery(OSDD)
  • Bringing all experts on single plateform
  • Diverse background of speakers (Computer Science
    to Pharma)
  • Lectures covers wide range of topics (insilico
    drug discovery)
  • Informatics (Soft-computing, clusteing, Machine
    learning etc.)
  • Bioinformatics (annotation, protein
    modelling/docking, interaction)
  • Chemoinformatics (structure, QSAR based
    inhibitors)
  • Pharmacoinformatics
  • Clinical informatics

10
  • Total participants 170
  • Speakers 40
  • OSDD Fellowships 15
  • Diverse Backgrounds
  • 110 students (M.Sc, B.Tech, MBA,
    M.Pharma,MCA,MBBS)
  • 40 Research scholars
  • 20 faculty
  • Biology, bioinformatics, chemistry, clinical,
    medicine, computer science, Pharmacology etc.

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Ongoing Works at IMTECH
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Sort Term Future Plan
  • Prediction of protein-protein interaction in Mtb
    proteins
  • Experimental validation of interaction
  • A database of natural drug products
  • Computation of structure descriptor of drug
    molecules
  • Biobox or Bio cluster service to OSDD community
  • Organism specific databases Malaria and Mtb
  • Virtual jobs particularly for women's

16
THANK YOU
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