Area of research
Cardiology and Cardiovascular Medicine · Genetics
Research interest
Research focused on Cardiology and Ejection fraction, with related work in Generalizability theory, Fibrosis, End-to-end principle. Notable publications include 'Genetic analysis of right heart structure and function in 40,000 people', 'Genetics of myocardial interstitial fibrosis in the human heart and association with disease', and 'Cohort design and natural language processing to reduce bias in electronic health records research'.
Noninvasive assessment of organ-specific and shared pathways in multi-organ fibrosis using T1 mapping
Enabling end-to-end secure federated learning in biomedical research on heterogeneous computing environments with <tt>APPFLx</tt>
Genetics of myocardial interstitial fibrosis in the human heart and association with disease
Clonal haematopoiesis of indeterminate potential predicts incident cardiac arrhythmias
Genetic analysis of right heart structure and function in 40,000 people
Cohort design and natural language processing to reduce bias in electronic health records research