Scholar
Marta Varela
Google Scholar ID: RroKul4AAAAJ
City St George's University of London
Citations & Impact
Citations
1,075
H-index
16
i10-index
24
Publications
20
Co-authors
74
list available
Publications
Resume (English only)
Academic Achievements
- Publications: Work on characterizing cardiac properties with Physics-Informed Neural Networks; Developed an app to demonstrate how to treat cardiac arrhythmias (Android only).
Research Experience
- Position: Honorary Senior Lecturer at the National Heart & Lung Institute - Faculty of Medicine, Imperial College London; Research projects: Using Physics-Informed Machine Learning to simulate how the human body works and characterize its properties; Investigating atrial deformation and using atrial mechanical information to better understand cardiac disease; Extracting clinical information from cardiac MRI, such as automatically identifying aortic valve disease and quantifying fat around the heart.
Background
- Research interests: Physics-Informed Machine Learning, Magnetic Resonance Imaging (MRI), and digital twins to help understand the human body and improve clinical treatments. Fields of research include Medical Physics, Artificial Intelligence and Image Processing, Numerical Modelling and Mechanical Characterisation, Medical Physiology, Cardiology (including Cardiovascular Diseases), Simulation and Modelling.
Miscellany
- Personal interests: Not provided
