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Health Policy Guidance To Mitigate Bias In Big Data And Artificial Intelligence For Healthcare%3a A Scoping Review Protocol. by Alaa Almohanna

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1Health Policy Guidance To Mitigate Bias In Big Data And Artificial Intelligence For Healthcare: A Scoping Review Protocol.

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This scoping review investigates how healthcare data and/or AI policy documents address diversity in datasets to mitigate algorithmic bias. It explores challenges in representing data on socially constructed categories of difference. The review also examines requirements for equitable representation of identities, specifically race/ethnicity, sex/gender, and SES mandated by these policy documents. Additionally, it explores how governance proposes collecting and categorising data on marginalised identities of socially constructed categories of difference in healthcare AI applications.

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  • Title: ➤  Health Policy Guidance To Mitigate Bias In Big Data And Artificial Intelligence For Healthcare: A Scoping Review Protocol.
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The book is available for download in "data" format, the size of the file-s is: 0.21 Mbs, the file-s for this book were downloaded 1 times, the file-s went public at Fri Mar 07 2025.

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