Algorithmic Decision Making In Health Care
Listing Websites about Algorithmic Decision Making In Health Care
On the ethics of algorithmic decision-making in healthcare
(6 days ago) WEBIn recent years, a plethora of high-profile scientific publications has been reporting about machine learning algorithms …
https://jme.bmj.com/content/46/3/205
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On the ethics of algorithmic decision-making in healthcare
(1 days ago) WEBIn this paper, we argue that instead of straightforwardly enhancing the decision-making capabilities of clinicians and healthcare institutions, deploying machines learning …
https://pubmed.ncbi.nlm.nih.gov/31748206/
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Ideal algorithms in healthcare: Explainable, dynamic, …
(3 days ago) WEBThis approach was initially applied in learning 30 million positions and instructions from a human Go expert, allowing the algorithm to build a decision policy …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9754299/
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Algorithmic decision-making: The right to explanation …
(3 days ago) WEBThis way of scoping the idea that stakes matter for algorithmic decision-making, we claim, fits better with the reasons for why we are concerned with providing …
https://journals.sagepub.com/doi/full/10.1177/20539517231222872
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Predictably unequal: understanding and addressing …
(9 days ago) WEBHerein, we discuss how concepts of algorithmic fairness might apply in healthcare, where predictive algorithms are being increasingly used to support decision …
https://www.nature.com/articles/s41746-020-0304-9
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Full article: Algorithms for Ethical Decision-Making in the …
(6 days ago) WEBHealth care in the US, in contrast, traditionally adheres to libertarian ideals. While one must endeavor to hold algorithmic decision-making to the same high …
https://www.tandfonline.com/doi/full/10.1080/15265161.2022.2040647
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Understanding, explaining, and utilizing medical artificial …
(Just Now) WEBStudy 1. Our theory proposes that the greater subjective understanding people claim for medical decisions made by human than algorithmic healthcare …
https://www.nature.com/articles/s41562-021-01146-0
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Algorithmic fairness in artificial intelligence for medicine …
(Just Now) WEBWith the proliferation of AI algorithms in healthcare, there are growing ethical concerns regarding the disparate impact that the models may have on under …
https://www.nature.com/articles/s41551-023-01056-8
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From ‘if‐then’ to ‘what if?’ Rethinking healthcare …
(3 days ago) WEBThere are both ethical and legal concerns around informed consent to use AI/algorithms by patients and healthcare providers, the safety and transparency of …
https://onlinelibrary.wiley.com/doi/10.1111/nup.12447
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On the ethics of algorithmic decision-making in healthcare
(9 days ago) WEBThe role of the algorithm as a decision-maker is possible to understand in two ways: either they support decision making (decision support algorithms, DSA) or …
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Addressing algorithmic bias and the perpetuation of health …
(7 days ago) WEBAs the healthcare system continues to grapple with the challenge of persistent disparities, it becomes important to focus attention on a key trend in society in general …
https://www.sciencedirect.com/science/article/pii/S2211883722001095
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Algorithm Bias and Racial and Ethnic Disparities in Health and …
(8 days ago) WEBDifferent technical definitions of algorithmic fairness, such as sufficiency, separation, and independence, are mathematically mutually incompatible, trading off …
https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2812958
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From 'if-then' to 'what if?' Rethinking healthcare - PubMed
(1 days ago) WEBIn contrast to that, we explore posthuman speculative ethics as a way to challenge understanding of 'ethics' and 'care' in healthcare algorithmics. We suggest some …
https://pubmed.ncbi.nlm.nih.gov/37357707/
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Algorithmic Discrimination in Health Care - PMC - National Center …
(3 days ago) WEBThat is why some scholars refer to algorithmic decision-making in health care as “black-box medicine.” 29 An interesting example of an opaque system is IBM Watson, which is …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9212826/
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Clinical algorithms, racism, and “fairness” in healthcare: A case of
(8 days ago) WEBClinical algorithms are structured, data-driven tools used to inform and facilitate decision making in healthcare (Dennstädt et al., 2021).Their widespread …
https://journals.sagepub.com/doi/10.1177/20539517231213820
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Ethical limitations of algorithmic fairness solutions in health care
(3 days ago) WEBArtificial intelligence has exposed pernicious bias within health data that constitutes substantial ethical threat to the use of machine learning in medicine.1,2 Solutions of …
https://www.thelancet.com/journals/landig/article/PIIS2589-7500(20)30065-0/fulltext
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The Ethics of AI in Health Care: A Mapping Review SpringerLink
(2 days ago) WEBThough the use of algorithmic decision-making makes diagnostics seem like a straightforward activity of identifying symptoms and fitting them into textbook …
https://link.springer.com/chapter/10.1007/978-3-030-81907-1_18
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Algorithms Are Making Decisions About Health Care, Which May …
(6 days ago) WEBOctober 3, 2022. Artificial intelligence (AI) and algorithmic decision-making systems — algorithms that analyze massive amounts of data and make predictions about the future …
https://www.aclu.org/news/privacy-technology/algorithms-in-health-care-may-worsen-medical-racism
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[2405.09543] Algorithmic Fairness: A Tolerance Perspective
(2 days ago) WEBAlgorithmic Fairness: A Tolerance Perspective. Recent advancements in machine learning and deep learning have brought algorithmic fairness into sharp focus, …
https://arxiv.org/abs/2405.09543
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Accessing Artificial Intelligence for Clinical Decision-Making
(3 days ago) WEBIntroduction. Healthcare systems around the world have rapidly and pervasively adopted electronic health record (EHR) systems. Many countries report …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8521931/
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Algorithmic Fairness: A Tolerance Perspective - arXiv.org
(2 days ago) WEBin mitigating social discrimination. Real-world decision-making systems are increasingly becoming popular in processes such as rating, ranking and selecting/dis …
https://arxiv.org/pdf/2405.09543
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On the ethics of algorithmic decision-making in healthcare
(5 days ago) WEBMedical decision- making involves high degrees of uncertainty and clinicians are prone to reasoning errors. In this respect, the involvement of machine learning algo-rithms in …
https://jme.bmj.com/content/medethics/46/3/205.full.pdf
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What influences algorithmic decision-making? A systematic …
(7 days ago) WEBThird, our research points out different types of industries in which algorithmic decision-making has been examined so far (e.g., finance, healthcare, …
https://www.sciencedirect.com/science/article/pii/S0040162521008210
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HTI-1 Final Rule: Implications for Healthcare Providers – Focus on …
(2 days ago) WEBHere are our recommendations to healthcare providers to maintain compliance with Decision Support Interventions (DSI) and Algorithmic Transparency under the HTI …
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Medical Algorithms Are Failing Communities Of Color
(2 days ago) WEBAlgorithmic bias can have devastating effects on people of color at all points in the health care process, from triaging their illnesses to the quality of care they …
https://www.healthaffairs.org/content/forefront/medical-algorithms-failing-communities-color
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Trust in AI-assisted Decision Making: Perspectives from Those …
(Just Now) WEBThe need to develop common frameworks to account for the design and research spaces of human-AI decision making is highlighted, so that researchers can …
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AI for more caring institutions
(5 days ago) WEBThe researchers suggest that algorithmic decision-making systems should be designed to proactively connect applicants to those intermediaries. Today, many AI …
https://seas.harvard.edu/news/2024/05/ai-more-caring-institutions
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Nurses need to be part of AI decisions. Here's why.
(3 days ago) WEBAs artificial intelligence (AI) becomes more widespread in healthcare, nurses are pushing for health systems to be more open with how they plan to use the …
https://www.advisory.com/daily-briefing/2024/05/15/nurses-ai-ec
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[2405.01807] Algorithmic Decision-Making under Agents with …
(2 days ago) WEBAlgorithmic Decision-Making under Agents with Persistent Improvement. Tian Xie, Xuwei Tan, Xueru Zhang. This paper studies algorithmic decision-making …
https://arxiv.org/abs/2405.01807
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Non-Discrimination in Healthcare Final Rule imposes diligence
(6 days ago) WEBOCR expressed its view that patient care decision support tools used by covered entities such as hospitals, providers, and payers (health insurance issuers) in …
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Health care algorithms can make racial inequities worse while …
(9 days ago) WEBKatherine Anderson's kidney transplant was delayed because an organ transplant algorithm made it less likely that Black patients would be approved for a …
https://www.inquirer.com/health/racial-bias-algorithm-health-care-20240509.html
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Using AI for public impact: Insights from Dr. Soroush Saghafian
(8 days ago) WEB2. Bridge AI solutions and public policy. A pivotal area of Dr. Saghafian’s work involves integrating AI with public policy to optimize resource allocation, particularly in …
https://www.fastcompany.com/91125138/using-ai-for-public-impact-insights-from-dr-soroush-saghafian
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Eliminating Algorithmic Racial Bias in Clinical Decision Support
(4 days ago) WEBAs the largest integrated health care system in the United States, the Veterans Health Administration (VA) serves over 9 million enrolled veterans and …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10698768/
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Automated decision-making - Wikipedia
(5 days ago) WEBAutomated decision-making (ADM) involves the use of data, machines and algorithms to make decisions in a range of contexts, including public administration, business, …
https://en.wikipedia.org/wiki/Automated_decision-making
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Algorithmic gender bias: Investigating perceptions of …
(5 days ago) WEBWith the widespread use of artificial intelligence and automated decision-making (ADM), concerns are increasing about automated decisions biased against certain social …
https://psycnet.apa.org/record/2024-51434-001
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ISO - An easy guide to understanding healthcare data analytics
(5 days ago) WEBThe field of healthcare data analytics stands at the intersection of technology and healthcare, promising to transform how we manage, deliver and access medical …
https://www.iso.org/healthcare/data-analytics
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