Benchmarking bias: Expanding clinical AI model card to incorporate bias reporting of social and non-social factors
C. A. M. Heming
Mohamed Abdalla
Shahram Mohanna
Monish Ahluwalia
Linglin Zhang
Hari M. Trivedi
MinJae Woo
Benjamin A. Fine
J. Gichoya
Leo Anthony Celi
Laleh Seyyed-Kalantari

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.
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