Dec 202515
Coronary heart disease
Coronary heart disease (CHD), which is the leading cause of death worldwide, occurs when blood flow to the heart becomes restricted. Early detection of this condition is of paramount importance for preventing life-threatening events.
Cardiac MRI 🧲
Our research is also focused on the development of accelerated acquisition, undersampled reconstruction and motion correction techniques for free-breathing cardiac Magnetic Resonance Imaging (MRI) for diagnosing cardiovascular disease. We are particularly interested in the application of these methods to 3D whole-heart cardiac MRI and quantitative first-pass myocardial perfusion and their translation into clinical practice.
Deep Learning 👩🏻‍💻
Our active research projects aim to develop deep learning-based methods for image reconstruction from accelerated scans, automated detection, segmentation and classification tasks for diagnosis, prognosis, and therapy response prediction.
