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Clinical algorithms, racism, and “fairness” in healthcare: A case of bounded justice
16 references·1 citing·47 second hop
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We Need to Be Clear (2014)Racial and Ethnic Disparities in the Quality of Health Care (2015)Structural Racism and Health Disparities (2020)Critical Race Theory: The Key Writings That Formed the Movement (1996)Critical race theory: an introduction (2013)Demarginalizing the Intersection of Race and Sex: A Black Feminist Critique of Antidiscrimination Doctrine, Feminist Theory, and Antiracist Politics [1989] (2018)Intersectionality Research for Transgender Health Justice: A Theory-Driven Conceptual Framework for Structural Analysis of Transgender Health Inequities (2019)The legacy of structural racism: Associations between historic redlining, current mortgage lending, and health (2021)Improving The Measurement Of Structural Racism To Achieve Antiracist Health Policy (2022)Social Conditions As Fundamental Causes of Disease (1995)Understanding and using the Implicit Association Test: I. An improved scoring algorithm. (2003)Unequal treatment: confronting racial and ethnic disparities in health care (2003)Introduction to the special issue on structural stigma and health (2013)Structural racism and myocardial infarction in the United States (2014)The Color of COVID-19: Structural Racism and the Disproportionate Impact of the Pandemic on Older Black and Latinx Adults (2020)Prejudice, social stress, and mental health in lesbian, gay, and bisexual populations: Conceptual issues and research evidence. (2003)Development as Freedom (2009)Call to Action: Structural Racism as a Fundamental Driver of Health Disparities: A Presidential Advisory From the American Heart Association (2020)Algorithmic fairness in artificial intelligence for medicine and healthcare (2023)A theory of human motivation. (1943)Stigma as a Fundamental Cause of Population Health Inequalities (2013)A THEORY OF HUMAN MOTIVATION (2017)Health Care Disparities (2003)Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)Mitigating Unwanted Biases with Adversarial Learning (2018)Artificial intelligence and algorithmic bias: implications for health systems (2019)Measures of Racism, Sexism, Heterosexism, and Gender Binarism for Health Equity Research: From Structural Injustice to Embodied Harm—An Ecosocial Analysis (2019)A meta-analytic test of intergroup contact theory. (2006)Structural racism and health inequities in the USA: evidence and interventions (2017)How Structural Racism Works — Racist Policies as a Root Cause of U.S. Racial Health Inequities (2020)Systemic And Structural Racism: Definitions, Examples, Health Damages, And Approaches To Dismantling (2022)CRITICAL QUESTIONS FOR BIG DATA (2012)Fairness through awareness (2012)Dissecting racial bias in an algorithm used to manage the health of populations (2019)Addressing fairness in artificial intelligence for medical imaging (2022)Bias in artificial intelligence algorithms and recommendations for mitigation (2023)Guiding Principles to Address the Impact of Algorithm Bias on Racial and Ethnic Disparities in Health and Health Care (2023)Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)Towards a standard for identifying and managing bias in artificial intelligence (2022)Bias and Unfairness in Machine Learning Models: A Systematic Review on Datasets, Tools, Fairness Metrics, and Identification and Mitigation Methods (2023)Fairness in Machine Learning: A Survey (2023)Racial/Ethnic Discrimination and Health: Findings From Community Studies (2003)STRUCTURAL RACISM AND HEALTH INEQUITIES (2011)More than culture: Structural racism, intersectionality theory, and immigrant health (2012)
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References

  • 2000Levels of racism: a theoretic framework and a gardener's tale2,623 cited
  • 2010Social Conditions as Fundamental Causes of Health Inequalities: Theory, Evidence, and Policy Implications2,531 cited
  • 2019Racism and Health: Evidence and Needed Research2,393 cited
  • 2015Is Racism a Fundamental Cause of Inequalities in Health?1,363 cited
  • 2018Ensuring Fairness in Machine Learning to Advance Health Equity1,334 cited
  • 2011Health Disparities and Health Equity: The Issue Is Justice993 cited
  • 2014Systemic racism and U.S. health care819 cited
  • 2010The public health critical race methodology: Praxis for antiracism research754 cited
  • 2020Algorithmic Fairness: Choices, Assumptions, and Definitions687 cited
  • 2021Ethical Machine Learning in Healthcare635 cited
  • 2004Backdoor to Eugenics576 cited
  • 2019Where fairness fails: data, algorithms, and the limits of antidiscrimination discourse534 cited
  • 2022Structural Racism In Historical And Modern US Health Care Policy466 cited
  • 2020The Oxford Handbook of Ethics of AI454 cited
  • 2016The multiple dimensions of race452 cited
  • 2020

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From race-based to race-conscious medicine: how anti-racist uprisings call us to act
430 cited

Cited by

  • 2024Valuing What You Risk and Risking What You Value: Advancing a research agenda for risk studies21 cited