Benchmarking bias: Expanding clinical AI model card to incorporate bias reporting of social and non-social factors

Abstract

Clinical AI model reporting cards should be expanded to incorporate a broad bias reporting of both social and non-social factors. Non-social factors consider the role of other factors, such as disease dependent, anatomic, or instrument factors on AI model bias, which are essential to ensure safe deployment.