• RF Quarterly

    Synthetic data and the innovation, assessment, and regulation of AI medical devices

    Synthetic data are artificial data that mimic the properties of, and relationships in, real data. They show promise for facilitating data access, validation, and benchmarking, addressing missing data and under-sampling, sample boosting, and the creation of control arms in clinical trials. The UK Medicines and Healthcare products Regulatory Agency (MHRA) is using its current research into the development of high-fidelity synthetic data to develop its regulatory position on ...