Sonia Shinhmar

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

Introduction Artificial intelligence (AI)-enabled healthcare systems introduce clinical safety, operational and governance risks across development, deployment and postdeployment stages. Although multiple AI risk assessment frameworks exist, they are often cross-sector, lengthy a...