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Mitigating Racial Bias in Machine Learning

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References

2019Dissecting racial bias in an algorithm used to manage the health of populations7,086 cited
2017Semantics derived automatically from language corpora contain human-like biases2,845 cited
2017Standards for UNiversal reporting of patient Decision Aid Evaluation studies: the development of SUNDAE Checklist204 cited
2015Bias, Black Lives, and Academic Medicine102 cited

Cited by

2024The bias algorithm: how AI in healthcare exacerbates ethnic and racial disparities – a scoping review41 cited
2023Ethical assessments and mitigation strategies for biases in AI-systems used during the COVID-19 pandemic26 cited
2022An AI Bill of Rights: Implications for Health Care AI and Machine Learning—A Bioethics Lens23 cited
2023Assessing and Mitigating Bias in Artificial Intelligence: A Review18 cited
2023Out of their minds? Externalist challenges for using AI in forensic psychiatry15 cited
2025Distinct predictors of positive attitudes toward artificial intelligence and general technology: big five traits, gender, and age14 cited
2025Integrating equity, diversity, and inclusion throughout the lifecycle of artificial intelligence for healthcare: a scoping review13 cited
2025Mitigating Bias in Machine Learning Models with Ethics-Based Initiatives: The Case of Sepsis12 cited

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