work Gene by environment interactions High-dimensional gene by environment interactions with applications to maternal and child health Polygenic risk scores Polygenic risk scores for complex diseases with applications in screening, risk stratification, and identification of rare variants Machine Learning for survival analysis Variable selection and absolute risk estimation for time-to-event outcomes using machine learning Causal Inference Variable selection for individualised treatment rules Medical image analysis Radiomics and Deep Learning for medical image analysis in Radiology