PhD Studentship: R2T2-Med: Resource-Aware AI for Scalable and Deployable Medical Image Analysis
University of Exeter Exeter £21,805 pa
Develops a resource-aware AI framework for 2D and 3D medical imaging that adapts computation to case complexity, clinical risk and available hardware. Investigates where unnecessary computation occurs, builds a configurable model family, and validates it on population-scale abdominal MRI (UK Biobank) and near-patient dermatology imaging, with safety assessed across patient subgroups.