Paulina Bondaronek

Healthcare AI risk management: an innovator-informed approach from frameworks to practical worksheets for proportionate regulatory evidence capture

A targeted evidence synthesis and framework mapping exercise drawing on review-level evidence, scientific databases and regulatory sources found that a codesigned worksheet approach can support proportionate evidence capture and iterative risk management while remaining adaptable across use cases and maturity levels.