Fergus Shone

Deep Learning
PINNs
Haemodynamic flow super-resolution

Techniques

  • Informed machine learning
  • Physics-informed neural networks

Research area

  • Haemodynamic flow super-resolution
  • 4D-flow MRI
  • Left ventricular remodelling