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.
Nov 21, 2023
Jul 2, 2024 · Clinical AI model reporting cards should be expanded to incorporate a broadbias reporting of both social and non-social factors. Non-social ...
In this paper, we elaborate that the AI system is prone to biases at every stage of its lifecycle, from inception to its usage, and that all stages require due ...
Oct 7, 2024 · Benchmarking bias: Expanding clinical AI model card to incorporate bias reporting of social and non-social factors. CoRR abs/2311.12560 ...
Benchmarking bias: Expanding ... Clinical AI model reporting cards should be expanded to incorporate a broad bias reporting of both social and non-social factors.
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Benchmarking bias: Expanding clinical AI model card to incorporate bias reporting of social and non-social factors 2023. Hari Trivedi arXiv preprint arXiv ...
Benchmarking bias: Expanding clinical AI model card to incorporate bias reporting of social and non-social factors · C. A. M. HemingMohamed Abdalla +7 authors
Benchmarking bias: Expanding ... Clinical AI model reporting cards should be expanded to incorporate a broad bias reporting of both social and non-social factors.
Apr 16, 2024 · Benchmarking Bias: Expanding Clinical AI Model Card to Incorporate Bias Reporting of Social and Non-Social Factors. Accessed March 2024 ...
Jun 11, 2024 · This study comprehensively reviews bias in AI for medical imaging, covering its fundamentals, detection techniques, prevention strategies, mitigation methods,
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