Addressing Bias In Artificial Intelligence In Health Care

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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 about the unintended effects of AI on social bias and inequity. Academic and government officials …

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

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Unmasking bias in artificial intelligence: a systematic review of bias

(6 days ago) WEBThe rapid advancement of artificial intelligence (AI) in healthcare, particularly through the utilization of large-scale, real-world electronic health records (EHRs) data, has …

https://academic.oup.com/jamia/article/31/5/1172/7634193

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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 challenge that …

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

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Considerations for addressing bias in artificial intelligence for

(4 days ago) WEBIn its recent Artificial Intelligence/Machine Learning (AI/ML)-Based Software as a Medical Device (SaMD) Action Plan10, FDA articulated the importance of addressing bias in …

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

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Addressing Bias in Artificial Intelligence in Health Care.

(4 days ago) WEB2018. TLDR. Evaluating on a large scale, across 272 common types of laboratory tests, the impact of healthcare processes on the predictive value of electronic health record …

https://www.semanticscholar.org/paper/Addressing-Bias-in-Artificial-Intelligence-in-Care.-Parikh-Teeple/3edf4138c02354aedef0517f49b92ab6ae58539a

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Addressing Bias in Artificial Intelligence in Health Care.

(2 days ago) WEBUsing artificial intelligence to promote equitable care for inpatients with language barriers and complex medical needs: clinical stakeholder perspectives. Barwise AK , Curtis S , …

https://europepmc.org/article/MED/31755905

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Addressing Bias in Artificial Intelligence in Health Care

(8 days ago) WEBThe issue of bias and fairness in Artificial intelligence within healthcare is a multifaceted and pervasive problem because it impacts everything from diagnostic algorithms to …

https://www.researchgate.net/publication/337455957_Addressing_Bias_in_Artificial_Intelligence_in_Health_Care

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

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

https://pubmed.ncbi.nlm.nih.gov/34693373/

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

(Just Now) 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 …

https://www.cell.com/patterns/fulltext/S2666-3899(21)00202-6

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Addressing Bias in Artificial Intelligence in Health Care

(5 days ago) WEBAddressing Bias in Artificial Intelligence in Health Care November 22, 2019 JAMA Read the full article. Authors. Ravi B. Parikh, MD, MPP; Stephanie Teeple, BA; Amol S. …

https://chibe.upenn.edu/publications/addressing-bias-in-artificial-intelligence-in-health-care/

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Addressing Bias in Artificial Intelligence in Health Care - PC3I

(4 days ago) WEBAddressing Bias in Artificial Intelligence in Health Care, JAMA Network, November 22 2019, Ravi B Parikh, Stephanie Teeple, Amol S Navath. Toggle. Founded at the …

https://pc3i.upenn.edu/publications/addressing-bias-in-artificial-intelligence-in-health-care/

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Considerations for addressing bias in artificial intelligence for

(Just Now) WEBIn its recent Artificial Intelligence/Machine Learning (AI/ML)-Based Software as a Medical Device (SaMD) Action Plan 10, FDA articulated the importance of addressing bias in …

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

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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 applications.

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

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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 care …

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

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Considerations for addressing bias in artificial intelligence for

(1 days ago) WEBThe goal of these "Considerations" is to educate stakeholders on how potential AI/ML bias may impact healthcare outcomes and how to identify and mitigate inequities; to initiate …

https://pubmed.ncbi.nlm.nih.gov/37700029/

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Considering Biased Data as Informative Artifacts in AI-Assisted …

(1 days ago) WEBMedical AI tools that are trained on skewed data may exhibit bias. The authors discuss how thinking of clinical data as artifacts can identify values, practices, and patterns of inequity …

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 suggests that …

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

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Addressing Fairness, Bias, and Appropriate Use of Artificial

(3 days ago) WEBMobile phones now present an interesting opportunity to bring artificial intelligence to new segments of the world’s population, through the use of consumer-facing mobile apps …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8107824/

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ACA Section 1557 Final Rule: OCR Prohibits Discrimination Related …

(1 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. Department of Health and …

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

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Revolutionizing Healthcare: The Transformative Power of AI

(Just Now) WEBThe Expanding Role of AI in Healthcare AI’s integration into healthcare is set to usher in transformative changes, including the development of personalized treatment plans …

https://www.aapa.org/news-central/2024/05/revolutionizing-healthcare-the-transformative-power-of-ai/

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Unlocking the Potential of Artificial Intelligence in Health Care

(1 days ago) WEBArtificial intelligence (AI) integration into health care, has surged, reshaping practices and perspectives. At the forefront of this transformation are professionals like Andreas …

https://corporatelearning.hms.harvard.edu/blog/unlocking-potential-artificial-intelligence-health-care-three-harvard-medical-school-corporate

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Enhancing children’s understanding of algorithmic biases in and …

(2 days ago) WEBWilliams R, Park HW, Breazeal C (2019) A is for artificial intelligence: the impact of artificial intelligence activities on young children’s perceptions of robots. In: CHI ’19: …

https://journals.sagepub.com/doi/abs/10.1177/14614448241252820

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Promises and pitfalls of artificial intelligence in healthcare

(9 days ago) WEBThis brings us to artificial intelligence (AI), which is defined as “…the simulation of human intelligence by a system or a machine… [with the goal of AI to] … develop a machine …

https://www.fastcompany.com/91121967/promises-and-pitfalls-of-artificial-intelligence-in-healthcare

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Ethical AI: Tackling bias and ensuring fairness in machine learning

(4 days ago) WEBIn critical fields such as health care, law enforcement, employment and financial services, these technologies play a bigger role. One of the leading tactics aimed at fighting bias …

https://dataconomy.com/2024/05/17/ethical-ai-tackling-bias-and-ensuring-fairness-in-machine-learning-algorithms-2/

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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, …

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

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The Promise and Challenges of AI Integration in Ovarian Cancer

(Just Now) WEBWith concerted efforts and a conscientious commitment to addressing these challenges, the healthcare industry can harness the potential of A.I. to improve the accuracy and …

https://link.springer.com/article/10.1007/s43032-024-01588-7

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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 technical skills, …

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

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The Benefits of AI in Healthcare IBM

(7 days ago) WEBAccording to Statista, the artificial intelligence (AI) healthcare market, which is valued at $11 billion in 2021, is projected to be worth $187 billion in 2030.That massive increase …

https://www.ibm.com/think/insights/ai-healthcare-benefits

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(PDF) A Framework for Addressing the Risks and - ResearchGate

(2 days ago) WEBArtificial Intelligence (AI) is becoming an integral part of our daily lives, influencing a range of activities from communication and entertainment to healthcare and education.

https://www.researchgate.net/publication/380513694_A_Framework_for_Addressing_the_Risks_and_Opportunities_In_Al-Supported_Virtual_Health_Coaches_AUTHORS

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The Role of AI in Advancing Health Equity - California Health Care

(9 days ago) WEBArtificial intelligence (AI) could revolutionize health care delivery, including for low-income and under-resourced populations, health policy leaders said at a recent Sacramento …

https://www.chcf.org/blog/is-ai-good-health-equity-california-leaders-weigh-in/

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Addressing bias in artificial intelligence for public health

(1 days ago) WEBAddressing bias in artificial intelligence for public health surveillance J Med Ethics. 2024 Feb 20;50(3):190-194. doi: 10.1136/jme-2022-108875. Bias within algorithms may …

https://pubmed.ncbi.nlm.nih.gov/37130756/

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IHI Lucian Leape Institute Releases Artificial Intelligence (AI

(7 days ago) WEBComprehensive AI Analysis and Guidance Unveiled at Annual IHI Patient Safety Congress BOSTON and Orlando, Fla., May 15, 2024 – The IHI Lucian Leape Institute (LLI), a think …

https://www.ihi.org/about/news/ihi-lucian-leape-institute-releases-artificial-intelligence-ai-recommendations-patient

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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 …

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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Model Disgorgement: The Key to Fixing AI Bias and Copyright

(3 days ago) WEBBy Ian Scheffler. By now, the challenges posed by generative AI are no secret. Models like OpenAI’s ChatGPT, Anthropic’s Claude and Meta’s Llama have been known to …

https://ai.seas.upenn.edu/news/model-disgorgement-the-key-to-fixing-ai-bias-and-copyright-infringement/

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Health care groups: Regulate AI, but not too much - POLITICO

(9 days ago) WEBWHAT TOP TRADE GROUPS WANT ON AI — Many leading organizations across health care want the federal government to regulate artificial intelligence with a lighter touch. …

https://www.politico.com/newsletters/politico-pulse/2024/05/15/health-care-groups-regulate-ai-but-not-too-much-00157910

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Current Advances in Artificial Intelligence in the Field of Aesthetic

(2 days ago) WEBThe article discusses the historical evolution of AI, from Alan Turing’s conceptualization to contemporary applications in aesthetic surgery. Artificial intelligence’s ability to …

https://journals.sagepub.com/doi/abs/10.1177/07488068241245520

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