Breast cancer and imaging AI
Interpretable models for mammography, risk prediction, dense-breast workflows, and imaging-led decision support.
Risk modellingScreening evaluationClinical validation
Research programmes
Research
Research programmes spanning breast imaging AI, reproductive biology, and robust translational statistics.
Reproductive biology and IVF analytics
Computer vision, morphokinetic analysis, and statistical pipelines for embryo and sperm phenotyping.
Computer visionTime-series analysisFertility decision support
Robust translational statistics
Evaluation, uncertainty quantification, and modelling strategies designed for messy biomedical deployment environments.
Uncertainty modellingValidationStudy design