Bias In Healthcare Technology

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Reducing bias in medical AI solutions - Technology Org

(6 days ago) WEBReducing bias in medical AI solutions. AI can analyse medical data quickly and accurately, potentially improving diagnoses and treatment plans. However, bias is a persistent problem, so medical AI

https://www.technology.org/2024/05/15/reducing-bias-in-medical-ai-solutions/

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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 …

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

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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 Office of the National Coordinator for Health Information Technology. …

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

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Going beyond the means: Exploring the role of bias from digital

(9 days ago) WEBBackground In light of recent retrospective studies revealing evidence of disparities in access to medical technology and of bias in measurements, this …

https://journals.plos.org/digitalhealth/article?id=10.1371/journal.pdig.0000244

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

(Just Now) WEBThe integration of AI into medical technology and healthcare systems is only going to increase in the coming years. Key to AI model integration and usability will …

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

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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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The Potential For Bias In Machine Learning And Opportunities For …

(Just Now) WEBThe amount of data collected about health care in the United States is enormous 1 and continues to grow rapidly. Machine learning has become embedded in …

https://www.healthaffairs.org/doi/10.1377/hlthaff.2021.01287

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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 …

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

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Shaping the future of AI in healthcare through ethics and …

(Just Now) WEBAI in healthcare poses new challenges such as bias (Parikh et al. 2019) Loucks J et al. (2021) Deloitte Insights, Wearable technology in health care: Getting …

https://www.nature.com/articles/s41599-024-02894-w

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

(4 days ago) WEBBIAS IN MEDICAL AI ALGORITHMS. Arti cial intelligence (AI) technology is increasingly applied to fi healthcare, from AI-augmented clinical research to algorithms for image …

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

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

(7 days ago) WEBThe bigger picture. Bias in the medical field can be dissected along three directions: data-driven, algorithmic, and human. Bias in AI algorithms for health care …

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

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Addressing bias in healthcare technology : Nursing Management

(1 days ago) WEBFor example, the potential presence of bias with databases is observed in digital technology. 3 Although the literature doesn't specify if these data come from …

https://journals.lww.com/nursingmanagement/Fulltext/2022/10000/Addressing_bias_in_healthcare_technology.10.aspx

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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. June 6, 20235:00 AM ET. From. By. Ryan Levi. , Dan Gorenstein. Enlarge …

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

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Racial bias deeply rooted in healthcare technology and - Chartis

(Just Now) WEBThis week marks HIMSS’ Global Health Equity Week, an effort to raise awareness and reform the global health ecosystem by harnessing the power of …

https://www.chartis.com/insights/racial-bias-deeply-rooted-healthcare-technology-and-medical-devices

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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 perils. With the …

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

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Eliminating Explicit and Implicit Biases in Health Care: Evidence …

(3 days ago) WEB1. INTRODUCTION. Although expressions of explicit bias have declined in the United States over time, implicit bias has remained unrelenting. Health care …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9172268/

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Sources of bias in artificial intelligence that perpetuate healthcare

(9 days ago) WEBAuthor summary Artificial Intelligence (AI) creates opportunities for accurate, objective and immediate decision support in healthcare with little expert …

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

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Algorithms Are Making Decisions About Health Care, Which May …

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

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

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

(4 days ago) WEBBias in medical AI algorithms. Artificial intelligence (AI) technology is increasingly applied to healthcare, from AI-augmented clinical research to algorithms for …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10264403/

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Practical, epistemic and normative implications of algorithmic bias …

(Just Now) WEBBackground There is a growing concern about artificial intelligence (AI) applications in healthcare that can disadvantage already under-represented and …

https://jme.bmj.com/content/early/2023/02/22/jme-2022-108850

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Uncovering and Removing Data Bias in Healthcare HIMSS

(6 days ago) WEBWith COVID-19 data, that already has racial bias built into it because of racial corrections that have to do with someone's respiratory function. There's a racial …

https://www.himss.org/resources/uncovering-and-removing-data-bias-healthcare

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Equity in medical devices: trainers and educators play a vital role

(1 days ago) WEBEducation and training of healthcare professionals is essential to improve the systemwide problem of inequity in medical devices, say Margaret Whitehead and …

https://www.bmj.com/content/385/bmj.q1091

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AI in healthcare: The future of patient care and health management

(1 days ago) WEBA report from the National Academy of Medicine identified three potential benefits of AI in healthcare: improving outcomes for both patients and clinical teams, …

https://mcpress.mayoclinic.org/healthy-aging/ai-in-healthcare-the-future-of-patient-care-and-health-management/

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What is implicit bias, how does it affect healthcare?

(4 days ago) WEBImplicit bias, a phrase that is not unique to healthcare, refers to the unconscious prejudice individuals might feel about another thing, group, or person. …

https://www.techtarget.com/patientengagement/feature/What-is-implicit-bias-how-does-it-affect-healthcare

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Ethical and legal challenges of artificial intelligence-driven healthcare

(3 days ago) WEBThis will be followed by an analysis of the ethical challenges of AI in healthcare. We will discuss four primary challenges: (1) informed consent to use, (2) safety and …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7332220/

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Stephanie C. Mavis, M.D., M.H.P.E. - Mayo Clinic

(Just Now) WEBLearn about clinical trials that address specific scientific questions about human health and disease. Explore all research studies at Mayo Clinic. Stephanie C. Mavis, M.D., is a …

https://www.mayo.edu/research/faculty/mavis-stephanie-c-m-d-m-h-p-e/bio-20539146

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AI's Transformative Power In Healthcare Diagnostics - Forbes

(9 days ago) WEBThe role of technology in healthcare has undoubtedly grown in the past decade, with artificial intelligence (AI) arguably the most pivotal technology in recent …

https://www.forbes.com/sites/forbestechcouncil/2024/05/14/ais-transformative-power-in-healthcare-diagnostics/

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DeVry University's Health Equity Symposium Explores Improving

(8 days ago) WEBLisle, Ill. – May 10, 2024 – Artificial intelligence, healthcare and equity converged during DeVry University’s Bridging the Gap Between Artificial Intelligence and Health Equity, a …

https://www.devry.edu/newsroom/news/2024/devry-university-health-equity-symposium-explores-improving-disparities-and-outcomes-with-AI.html

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