Digital Twins in Computational Medicine

Activity: Talk or presentationInvited talkscience-to-science

Description

The predictive nature of mathematical and computational models has been enhancing the process of understanding numerous physiopathological dynamics and designing therapeutic devices. In silico models are today not only a major tool (alongside in vivo and in vitro experiments) of basic research, they are becoming part of the medical routine in clinical trials and therapy planning as well. Clinicians benefit from effective and reliable non-invasive, patient-specific, instruments to improve diagnosis and prognosis. In return, computational models can provide rigorous tools for quantitative analyses, and patient specific simulations are made possible by integrating such models with individual data and medical images. Still, biomedical problems are extremely complex and require a combined effort from mathematicians, biomedical engineers and medical doctors. In this talk I will present some recent developments in the field of endocardiac ablation treatment of arrhythmias and extra-corporeal membrane oxygenation developed by the group in collaboration with the Hospital de la Santa Creu i Sant Pau in Barcelona, and the Kepler University Klinikum.
Period29 Mar 2023
Event titleScientific Workshop 20 Years Johann Radon Institute (RICAM)
Event typeConference
LocationAustriaShow on map

Fields of science

  • 101013 Mathematical logic
  • 101024 Probability theory
  • 202027 Mechatronics
  • 102019 Machine learning
  • 101020 Technical mathematics
  • 102009 Computer simulation
  • 101 Mathematics
  • 206003 Medical physics
  • 206001 Biomedical engineering
  • 101028 Mathematical modelling
  • 102035 Data science
  • 101027 Dynamical systems
  • 102001 Artificial intelligence
  • 102023 Supercomputing
  • 101004 Biomathematics
  • 101014 Numerical mathematics
  • 102003 Image processing

JKU Focus areas

  • Digital Transformation