Healthcare Algorithm Racial Bias

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Racial Bias Found in a Major Health Care Risk Algorithm

(9 days ago) WEBA study published Thursday in Science has found that a health care risk-prediction algorithm, a major example of tools used on …

https://www.scientificamerican.com/article/racial-bias-found-in-a-major-health-care-risk-algorithm/

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Dissecting racial bias in an algorithm used to manage the …

(1 days ago) WEBThe U.S. health care system uses commercial algorithms to guide health decisions. Obermeyer et al. find evidence of racial bias in one widely used algorithm, …

https://www.science.org/doi/10.1126/science.aax2342

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Algorithms Are Making Decisions About Health Care, …

(6 days ago) WEBIn 2019, a bombshell study found that a clinical algorithm many hospitals were using to decide which patients need care was …

https://www.aclu.org/news/privacy-technology/algorithms-in-health-care-may-worsen-medical-racism

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The role of health care algorithms in racial bias, inequity

(7 days ago) WEBThe conversation about algorithms in healthcare—and their impact on racial and ethnic disparities—is just beginning. In response to the Penn-ECRI research, …

https://www.pennmedicine.org/news/news-releases/2024/march/the-role-of-health-care-algorithms-in-racial-bias-inequity

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Algorithm Bias and Racial and Ethnic Disparities in Health …

(8 days ago) WEBThe conceptual framework to mitigate and prevent bias in health care algorithms built on a National Academy of Medicine 13 algorithm life cycle framework …

https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2812958

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Guiding Principles Help Healthcare Community Address …

(Just Now) WEBThe meeting was informed by an evidence review from the AHRQ Evidence-based Practice Center (EPC) Program, which examined the evidence on algorithms …

https://www.hhs.gov/about/news/2023/12/15/guiding-principles-help-healthcare-community-address-potential-bias-resulting-from-algorithms.html

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Dissecting racial bias in an algorithm used to manage …

(9 days ago) WEBRemedying this disparity would increase the percentage of Black patients receiving additional help from 17.7 to 46.5%. The bias arises because the algorithm predicts …

https://www.ftc.gov/system/files/documents/public_events/1548288/privacycon-2020-ziad_obermeyer.pdf

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A health care algorithm’s bias disproportionately hurts …

(Just Now) WEBAcross risk scores, black patients had almost 50,000 more chronic conditions than white patients, evidence of the racial bias. Retraining the algorithm to rely on both …

https://www.sciencenews.org/article/bias-common-health-care-algorithm-hurts-black-patients

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Mitigating Racial And Ethnic Bias And Advancing Health …

(Just Now) WEBThis scoping review included 109 studies describing health care applications, frameworks, reviews and perspectives, and tools related to mitigating racial and ethnic …

https://www.healthaffairs.org/doi/10.1377/hlthaff.2023.00553

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Impact of Healthcare Algorithms on Racial and Ethnic Disparities in

(5 days ago) WEBTo examine the evidence on whether and how healthcare algorithms (including algorithm-informed decision tools) exacerbate, perpetuate, or reduce racial and ethnic …

https://www.ncbi.nlm.nih.gov/books/NBK598802/

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Study: Widely used health care algorithm has racial bias - Harvard …

(7 days ago) WEBSignificant racial bias has been found in an algorithm that helps hospital networks determine which patients may need further care, with whites favored over blacks, a new …

https://www.hsph.harvard.edu/news/hsph-in-the-news/study-widely-used-health-care-algorithm-has-racial-bias/

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Racial Bias in Health Care Artificial Intelligence - NIHCM

(2 days ago) WEBRacial Bias in Other Health Care Algorithms Obermeyer Z, Powers B, Vogeli C, and Mullainathan S. “Dissecting Racial Bias in an Algorithm Used to Manage …

https://nihcm.org/publications/artificial-intelligences-racial-bias-in-health-care

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Impact of Healthcare Algorithms on Racial and Ethnic Disparities in

(1 days ago) WEBA central rationale for including race/ethnicity in healthcare algorithms and decision tools has been that doing so could increase diagnostic or predictive accuracy …

https://effectivehealthcare.ahrq.gov/products/racial-disparities-health-healthcare/protocol

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Tackling Racially Biased Health Care Algorithms - Bill of Health

(9 days ago) WEBBy Hannah Rahim. Algorithms used in health care have the potential to improve health outcomes but are susceptible to racial bias, which can have detrimental …

https://blog.petrieflom.law.harvard.edu/2023/10/05/tackling-racially-biased-health-care-algorithms/

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AI in medicine need to counter bias, and not entrench it more - NPR

(1 days ago) WEBFrom. It's still early days for AI in health care, but already racial bias has been found in some of the tools. Here, health care professionals at a hospital in …

https://www.npr.org/sections/health-shots/2023/06/06/1180314219/artificial-intelligence-racial-bias-health-care

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Algorithmic Bias in Health Care Exacerbates Social Executive and

(1 days ago) WEBIn their 2019 paper in Journal of Global Health “Artificial intelligence and algorithmic bias: implications for health systems,” Panch, Mattie, and Rifat Atun define …

https://www.hsph.harvard.edu/ecpe/how-to-prevent-algorithmic-bias-in-health-care/

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Bias in AI-based models for medical applications: challenges and

(Just Now) WEBThe issue of bias being exhibited, perpetuated, or even amplified by AI algorithms is an increasing concern within healthcare. Bias is usually defined as a …

https://www.nature.com/articles/s41746-023-00858-z

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Addressing bias in health care Deloitte Insights

(1 days ago) WEBExecutive summary. As health care systems strive to decrease disparities and improve health equity, there have been increasing calls to address discrimination …

https://www2.deloitte.com/us/en/insights/industry/health-care/racial-bias-health-care-algorithms.html

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A Penn team’s push to make research more inclusive

(4 days ago) WEBUnveiling inequities & decoding bias at the source . Rachel Kohn, MD, MSCE In fact, another Penn team recently published research showing the potential impacts …

https://www.pennmedicine.org/news/news-blog/2024/april/a-penn-teams-push-to-make-research-more-inclusive

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AI in Healthcare: Counteracting Algorithmic Bias

(9 days ago) WEBObermeyer et al explain the healthcare algorithm they examined, “The algorithm’s stated goal is to predict complex health needs for the purpose of targeting …

https://www.bu.edu/deerfield/2024/04/14/stone2-2/

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Rising to the challenge of bias in health care AI - PMC

(4 days ago) WEBThis study therefore sheds light on an important but relatively understudied type of bias in health care, and raises bigger questions of how such bias arises and how it can be …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11017306/

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People see more of their own biases in algorithms - Futurity

(9 days ago) WEBAlgorithms were supposed to make our lives easier and fairer: help us find the best job applicants, help judges impartially assess the risks of bail and bond …

https://www.futurity.org/bias-algorithms-3209622/

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Do implicit bias trainings on race improve health care? Not yet – …

(2 days ago) WEBIn March 2024, four U.S. senators led a resolution calling out the “implicit racial and ethnic biases within the health care system, which have an explicit impact on …

https://theconversation.com/do-implicit-bias-trainings-on-race-improve-health-care-not-yet-but-incorporating-the-latest-science-can-help-hospitals-treat-all-patients-equitably-226289

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New research funding awarded to assess the role of race in …

(5 days ago) WEB“These innovative research projects are focused on testing many different risk models that include a variety of health variables in an effort to remove racial bias from …

https://newsroom.heart.org/news/new-research-funding-awarded-to-assess-the-role-of-race-in-predicting-heart-disease

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N.J.’s health system is failing underserved groups. How can the …

(4 days ago) WEBThe Commonwealth Fund analysis showed some promising gains for underserved communities in New Jersey. Black women, for instance, had the highest …

https://www.nj.com/healthfit/2021/11/njs-health-system-is-failing-underserved-groups-how-can-the-care-divide-be-bridged.html

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HHS Issues New Rule to Strengthen Nondiscrimination Protections …

(Just Now) WEBBy taking bold action to strengthen protections against discrimination on the basis of race, color, national origin, sex, age, and disability, this rule reduces language …

https://www.hhs.gov/about/news/2024/04/26/hhs-issues-new-rule-strengthen-nondiscrimination-protections-advance-civil-rights-health-care.html

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Overcoming GenAI challenges in healthcare cybersecurity

(3 days ago) WEBHistorically, healthcare data has many built-in biases when it comes to race, ethnicity, and gender but bias in GenAI could result from bias in the training dataset, …

https://www.helpnetsecurity.com/2024/04/25/asaf-mischari-team8-health-genai-healthcare-risks/

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OCR, CMS Issue ACA Section 1557 Final Rule Prohibiting …

(8 days ago) WEBPreventing discrimination and bias in connection with the use of artificial intelligence (AI) in health care is among the principal current focuses of U.S. …

https://www.mintz.com/insights-center/viewpoints/2146/2024-04-29-ocr-cms-issue-aca-section-1557-final-rule-prohibiting

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The Algorithm by Hilke Schellmann — why AI really is coming for …

(3 days ago) WEBCV screening tools for potential bias are liable to filter out candidates from certain postcodes, a recipe for racial discrimination But Schellmann’s experience …

https://www.ft.com/content/e27ee51f-ea02-4489-b223-51fed88fd6a8

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CMS Issue ACA Section 1557 Final Rule on Artificial Intelligence

(7 days ago) WEBPreventing discrimination and bias in connection with the use of artificial intelligence (AI) in health care are among the principal current focuses of U.S. …

https://www.natlawreview.com/article/ocr-cms-issue-aca-section-1557-final-rule-prohibiting-discrimination-related-use

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OCR, CMS Issue New ACA Section 1557 Final Rule Prohibiting

(7 days ago) WEBThe Office of the National Coordinator for Health Information Technology’s (ONC) Health Data, Technology, and Interoperability: Certification Program Updates, …

https://www.jdsupra.com/legalnews/ocr-cms-issue-new-aca-section-1557-7120005/

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Comprehensive Validation on Reweighting Samples for Bias

(Just Now) WEBFairness Artificial Intelligence (AI) aims to identify and mitigate bias throughout the AI development process, spanning data collection, modeling, assessment, and …

https://www.mdpi.com/2076-3417/14/9/3826

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Developers Need Crystal Ball For AI Legislation - Forbes

(8 days ago) WEBThe Health Data, Technology, and Interoperability: Certification Program Updates, Algorithm Transparency, and Information Sharing (HTI-1) rule includes a …

https://www.forbes.com/sites/joeharpaz/2024/04/29/developers-need-crystal-ball-for-ai-legislation/

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UNC researchers receive grant to test blood oxygen device for …

(2 days ago) WEBA team of UNC researchers from the department of applied physical sciences in the College of Arts and Sciences, the UNC School of Medicine and Gillings School of …

https://college.unc.edu/2024/04/blood-oxygen-device/

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Publication Bias in Meta-Analysis - Wiley Online Library

(6 days ago) WEBbias issues. In addition, they (and we, the editors) come from a variety of scientific disciplines including medicine, public health, education, psychology and statistics. We …

https://onlinelibrary.wiley.com/doi/pdf/10.1002/0470870168.fmatter

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AI is moving fast, AI regulation needs to catch up - Baltimore Sun

(7 days ago) WEBThere have been several well-publicized instances of bias in algorithms that are entrusted with highly consequential decisions (e.g., predicting how sick a patient …

https://www.baltimoresun.com/2024/05/02/ai-is-moving-fast-ai-regulation-needs-to-catch-up-guest-commentary/

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