Area of research
Radiology, Nuclear Medicine and Imaging · Cardiology and Cardiovascular Medicine
Research interest
Research interests include Advanced MRI Techniques and Applications, Cardiac Imaging and Diagnostics, Cardiovascular Function and Risk Factors, and Cardiovascular Disease and Adiposity.
Improving the efficiency and accuracy of cardiovascular magnetic resonance with artificial intelligence—review of evidence and proposition of a roadmap to clinical translation
Grand Challenges at the Interface of Engineering and Medicine
Reproducibility of global and segmental myocardial strain using cine DENSE at 3 T: a multicenter cardiovascular magnetic resonance study in healthy subjects and patients with heart disease
Machine learning for multidimensional response and survival after cardiac resynchronization therapy using features from cardiac magnetic resonance
Fully-automated global and segmental strain analysis of DENSE cardiovascular magnetic resonance using deep learning for segmentation and phase unwrapping
Cardiovascular magnetic resonance phase contrast imaging
Myocardial Perfusion: Near-automated Evaluation from Contrast-enhanced MR Images Obtained at Rest and during Vasodilator Stress