Project 1: IMRI - Integrated Magnetic Resonance Imaging Project 2: Detection of Regional Biomarkers of Brain Ageing using Magnetic Resonance Imaging Project 3: Machine Learning for Heterogeneous Brain MRI: Bridging the Gap to Generalizable Models Project 4: What goes where? A Garbage Classification system based on Images and Natural Language Project 5: Fairness in Machine Learning