Deep Learning of Barcode Sequences

  • Stefan Kremer (Organiser)

Activity: Participating in or organising an eventOrganising a conference, workshop, ...

Description

Biological systems, on all scales, are essentially information processing and control systems. From this perspective, analogies between biological processes and computational processes can be drawn. In particular, this talk will compare biological systems to computer systems and the practice of modern bioinformatics to that of software and hardware hacking. Machine learning techniques in bioinformatics can then be applied to reverse-engineer the informational and physical operating principles of organisms. As an example application we will present DNA barcoding and the opportunities for Machine Learning in this domain. This knowledge, in turn, can then be applied to medicine, conservation and food production.
Period22 May 2018
Event typeGuest talk
LocationAustriaShow on map

Fields of science

  • 305 Other Human Medicine, Health Sciences
  • 102019 Machine learning
  • 304 Medical Biotechnology
  • 303 Health Sciences
  • 302 Clinical Medicine
  • 301 Medical-Theoretical Sciences, Pharmacy
  • 102 Computer Sciences
  • 106005 Bioinformatics
  • 106007 Biostatistics
  • 304003 Genetic engineering
  • 106041 Structural biology
  • 102010 Database systems
  • 101018 Statistics
  • 106023 Molecular biology
  • 106002 Biochemistry
  • 102001 Artificial intelligence
  • 102015 Information systems
  • 101004 Biomathematics
  • 102004 Bioinformatics

JKU Focus areas

  • Health System Research
  • Computation in Informatics and Mathematics
  • Clinical Research on Aging
  • Nano-, Bio- and Polymer-Systems: From Structure to Function
  • Medical Sciences (in general)