Artificial Intelligence Bias In Health Care

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Addressing bias in big data and AI for health care: A call for open …

(3 days ago) WebArtificial intelligence (AI) has an astonishing potential in revolutionizing health care. A major challenge is that of algorithmic bias. Most AI algorithms need big datasets to learn from, but several groups of the human population are absent or …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8515002/

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

(Just Now) WebIn artificial intelligence (AI)-based predictive models, bias—defined as unfair systematic error—is a growing source of concern, particularly in healthcare …

https://www.nature.com/articles/s41591-021-01577-2

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Algorithmic Bias in Health Care Exacerbates Social Executive and

(1 days ago) WebBrian Powers, a faculty member in Applied Artificial Intelligence for Health Care, wrote a landmark 2019 paper in Science that showed that algorithms commonly …

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) WebArtificial intelligence systems are increasingly being applied to healthcare. In surgery, AI applications hold promise as tools to predict surgical outcomes, assess …

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

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Addressing Bias in Artificial Intelligence in Health Care

(7 days ago) WebAddressing Bias in Artificial Intelligence in Health Care. Recent scrutiny of artificial intelligence (AI)–based facial recognition software has renewed concerns …

https://jamanetwork.com/journals/jama/fullarticle/2756196

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Addressing bias in big data and AI for health care: A call for open

(7 days ago) WebSummary. Artificial intelligence (AI) has an astonishing potential in assisting clinical decision making and revolutionizing the field of health care. A major open …

https://www.sciencedirect.com/science/article/pii/S2666389921002026

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Considerations for addressing bias in artificial intelligence for

(Just Now) WebEmanuel, E. J. & Wachter, R. M. Artificial intelligence in health care: will the value match the hype. JAMA 321 , 2281–2282 (2019). Article PubMed Google Scholar

https://www.nature.com/articles/s41746-023-00913-9

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Artificial Intelligence Bias in Health Care: Web-Based Survey

(4 days ago) WebKeywords: bias, artificial intelligence, machine learning, deep learning, FAIR data, digital health, health care, online, survey, AI, application, diagnosis, treatment, , and an …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10337406/

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Considering Biased Data as Informative Artifacts in AI-Assisted …

(1 days ago) WebSeyyed-Kalantari L, Zhang H, McDermott MBA, Chen IY, Ghassemi M. Underdiagnosis bias of artificial intelligence algorithms applied to chest radiographs in …

https://www.nejm.org/doi/full/10.1056/NEJMra2214964

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Bias in artificial intelligence algorithms and recommendations for

(9 days ago) WebAuthor summary Though artificial intelligence (AI) algorithms were initially proposed as a means to improve healthcare and promote health equity, recent literature …

https://journals.plos.org/digitalhealth/article?id=10.1371/journal.pdig.0000278

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Sources of bias in artificial intelligence that perpetuate …

(9 days ago) WebAuthor summary Artificial Intelligence (AI) creates opportunities for accurate, objective and immediate decision support in healthcare with little expert input–especially valuable in resource-poor …

https://journals.plos.org/digitalhealth/article?id=10.1371/journal.pdig.0000022

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

(1 days ago) WebAI in medicine needs to be carefully deployed to counter bias – and not entrench it. It's still early days for AI in health care, but already racial bias has been …

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

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Sources of bias in artificial intelligence that perpetuate healthcare

(3 days ago) WebThe manuscript addresses an important issue in modern health care, Artificial Intelligence and bias that affect equality in healthcare. The authors have …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9931338/

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Algorithm Bias and Racial and Ethnic Disparities in Health and …

(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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Racial Bias in Health Care Artificial Intelligence - NIHCM

(2 days ago) WebArtificial intelligence (AI) tools such as algorithms are increasingly being used to determine who gets health care. These tools can unintentionally increase the …

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

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Bias in medical artificial intelligence The Bulletin of the Royal

(5 days ago) WebBias, discrimination and social injustices have plagued human society since the dawn of time. Healthcare and its affiliated technologies are not immune to such …

https://publishing.rcseng.ac.uk/doi/full/10.1308/rcsbull.2021.111

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Addressing Fairness, Bias, and Appropriate Use of Artificial

(1 days ago) WebIn Low- and Middle- Income Countries (LMICs), machine learning (ML) and artificial intelligence (AI) offer attractive solutions to address the shortage of health …

https://pubmed.ncbi.nlm.nih.gov/33981989/

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Artificial intelligence in health care News Harvard T.H. Chan

(5 days ago) WebMay 1, 2024 – Artificial intelligence (AI) in health care can be very beneficial—or very problematic, Bias is another concern. Training sets—curated data …

https://www.hsph.harvard.edu/news/features/how-artificial-intelligence-might-help-health-care-or-harm-it/

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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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Artificial Intelligence Bias in Healthcare - Booz Allen Hamilton

(7 days ago) WebControlling for algorithm bias is an industry imperative. Artificial intelligence (AI) has the potential to revolutionize healthcare delivery. With applications in decision support, …

https://www.boozallen.com/c/insight/blog/ai-bias-in-healthcare.html

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Eliminating Racial Bias in Health Care AI: Expert Panel Offers

(2 days ago) WebArtificial intelligence (AI) is revolutionizing the way clinicians make decisions about patient care. But health care algorithms that power AI may include bias …

https://medicine.yale.edu/news-article/eliminating-racial-bias-in-health-care-ai-expert-panel-offers-guidelines/

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AI in Healthcare: Counteracting Algorithmic Bias

(9 days ago) WebArtificial intelligence (AI) is being universally adapted to healthcare settings. Current applications of AI are changing how patients are managed, diagnosed, cared for, …

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

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Shedding Light on Healthcare Algorithmic and Artificial …

(6 days ago) WebDoctors and other health care providers are increasingly using healthcare algorithms (a computation, often based on statistical or mathematical models, that helps …

https://minorityhealth.hhs.gov/news/shedding-light-healthcare-algorithmic-and-artificial-intelligence-bias

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Randomised controlled trials evaluating artificial intelligence in

(3 days ago) WebThe use of artificial intelligence (AI) in health care has seen remarkable growth in the past 5 years, with several publications reporting that medical AI models can perform as well …

https://www.thelancet.com/journals/landig/article/PIIS2589-7500(24)00047-5/fulltext

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Federal Agencies Rule Proposed to Address AI in Healthcare

(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-new-aca-section-1557-final-rule-prohibiting-discrimination-related

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Algorithmic fairness in artificial intelligence for medicine and …

(Just Now) WebIn healthcare, the development and deployment of insufficiently fair systems of artificial intelligence (AI) can undermine the delivery of equitable care. Assessments …

https://www.nature.com/articles/s41551-023-01056-8

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Research ethics and artificial intelligence for global health

(4 days ago) WebThe ethical governance of Artificial Intelligence (AI) in health care and public health continues to be an urgent issue for attention in policy, research, and …

https://bmcmedethics.biomedcentral.com/articles/10.1186/s12910-024-01044-w

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Navigating the black box AI debate in healthcare

(7 days ago) WebMay 01, 2024 - Artificial intelligence (AI) is taking the healthcare industry by storm as researchers share breakthroughs and vendors rush to commercialize advanced …

https://healthitanalytics.com/features/navigating-the-black-box-ai-debate-in-healthcare

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OCR, CMS Issue New ACA Section 1557 Final Rule Prohibiting

(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.jdsupra.com/legalnews/ocr-cms-issue-new-aca-section-1557-7120005/

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Generating reality and silencing debate: Synthetic data as …

(8 days ago) WebGiuffré and Shung (2023) argue, for the case of healthcare, that there is also a real danger that those who design and use AI systems trained with synthetic data …

https://journals.sagepub.com/doi/10.1177/20539517241249447

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Opinion: Artificial intelligence will radically improve health care

(7 days ago) WebM ore important than the speed of bringing artificial intelligence (AI) into widespread use in American health care, is ensuring we do it correctly. To unlock the innovation’s greatest …

https://www.msn.com/en-us/health/other/opinion-artificial-intelligence-will-radically-improve-health-care-but-only-if-managed-carefully/ar-BB1kaPaE

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Artificial intelligence and algorithmic bias: implications for health

(3 days ago) WebArtificial intelligence (AI) is a family of techniques where algorithms uncover or learn associations of predictive power from data. An algorithm is a step-by …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6875681/

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Assessing the Utility of artificial intelligence in endometriosis

(3 days ago) WebIn the past 10 years, with advancing technological capabilities, we have seen a rise in the popularity of artificial intelligence (AI), including in endometriosis research …

https://journals.sagepub.com/doi/full/10.1177/17455057241248121

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An AI-based second opinion service could improve patient care

(8 days ago) WebMillions of Americans rely on the internet to answer questions about their own health. The public release of powerful artificial intelligence models like ChatGPT has …

https://www.statnews.com/2024/05/03/ai-based-second-opinion-service/

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Byron White Center, Silicon Flatirons and the Daniels Fund …

(6 days ago) WebColorado Law’s powerhouse organizations—the Byron White Center for the Study of American Constitutional Law, Silicon Flatirons, and the Daniels Fund—brought …

https://www.colorado.edu/law/2024/05/02/byron-white-center-silicon-flatirons-and-daniels-fund-convene-explore-bias-and-ethical

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Connecticut Senate passes wide-ranging bill to regulate AI. But its

(9 days ago) WebHARTFORD (AP) — The Connecticut Senate pressed ahead Wednesday with one of the first major legislative proposals in the U.S. to rein in bias in artificial …

https://apnews.com/article/artificial-intelligence-ai-connecticut-regulation-b004b4477ac20cc365317edff9f7351b

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