Shape research questions and develop multimodal methods combining PET/CT with clinical text, followed by longitudinal imaging and digitised histology. Develop context-aware image analysis and segmentation, multimodal representation learning and outcome prediction; explore physician-editable report generation. Lead projects from model design through multicentre clinical validation. Aim to publish in leading internatio…