AI-Based Retinal Image Analysis Research Group (AI-RI)

Project: Funded researchFWF - Austrian Science Fund

Project Details

Description

This Research Group has an overarching goal to identify populations of similar retinal patients and build clinical decision support tools to improve treatment of an individual patient. We focus on developing, improving and applying AI methods to analyze OCT images of retina and we investigate machine learning methods that can provide individual prognosis of disease advance. The Group is composed of four world-class and pioneering researchers from the Medical University of Vienna (Ursula Schmidt-Erfurth and Hrvoje Bogunović) with expertise in ophthalmology and medical imaging, and the Johannes Kepler University (Sepp Hochreiter and Günter Klambauer) with expertise in AI. They are joining their complimentary expertise with the goal of introducing AI-based personalized medicine into the management of the leading eye diseases of modern times.
StatusActive
Effective start/end date01.06.202131.05.2026

Collaborative partners

Fields of science

  • 101031 Approximation theory
  • 102 Computer Sciences
  • 305901 Computer-aided diagnosis and therapy
  • 102033 Data mining
  • 101029 Mathematical statistics
  • 102032 Computational intelligence
  • 101028 Mathematical modelling
  • 102013 Human-computer interaction
  • 305905 Medical informatics
  • 101027 Dynamical systems
  • 101004 Biomathematics
  • 101026 Time series analysis
  • 202017 Embedded systems
  • 101024 Probability theory
  • 305907 Medical statistics
  • 102019 Machine learning
  • 202037 Signal processing
  • 202036 Sensor systems
  • 102018 Artificial neural networks
  • 103029 Statistical physics
  • 202035 Robotics
  • 106005 Bioinformatics
  • 106007 Biostatistics
  • 101019 Stochastics
  • 101018 Statistics
  • 101017 Game theory
  • 101016 Optimisation
  • 102001 Artificial intelligence
  • 101015 Operations research
  • 102004 Bioinformatics
  • 101014 Numerical mathematics
  • 102003 Image processing

JKU Focus areas

  • Digital Transformation