Benchmarking bias: Expanding clinical AI model card to incorporate bias reporting of social and non-social factors
arxiv(2023)
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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