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 outperforming clinicians in medical diagnosis or treatment …
https://jme.bmj.com/content/46/3/205
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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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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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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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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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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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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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The Ethics of AI in Health Care: A Mapping Review
(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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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 …
(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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Understanding, explaining, and utilizing medical artificial - Nature
(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 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/
Category: Medicine Show Health
Algorithmic decision-making: The right to explanation and the
(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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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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AI bias: exploring discriminatory algorithmic decision-making …
(3 days ago) WEBAlgorithmic decision-making that discriminates and the problem with data. In a healthcare system that invests less money in black patients than white patients, …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8830968/
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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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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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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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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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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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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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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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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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Health care algorithms can make racial inequities worse while …
(9 days ago) WEBThe coalition advocates for race to be removed from 15 common clinical decision-making algorithms, all but one of which were identified in a 2020 New …
https://www.inquirer.com/health/racial-bias-algorithm-health-care-20240509.html
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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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[2405.09543] Algorithmic Fairness: A Tolerance Perspective
(2 days ago) WEBRecent advancements in machine learning and deep learning have brought algorithmic fairness into sharp focus, illuminating concerns over discriminatory …
https://arxiv.org/abs/2405.09543
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Using AI for public impact: Insights from Dr. Soroush Saghafian
(8 days ago) WEBUnderstand and mitigate algorithm aversion in healthcare. PIAS-Lab’s ongoing research is focused on developing AI systems that are intuitive and closely align …
https://www.fastcompany.com/91125138/using-ai-for-public-impact-insights-from-dr-soroush-saghafian
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Frontiers Artificial Iintelligence in healthcare system: an Italian
(2 days ago) WEBArtificial intelligence (AI) is a multidisciplinary field intersecting computer science, cognitive science, and other disciplines, able to address the creation of systems …
https://www.frontiersin.org/articles/10.3389/fmed.2024.1343456
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Federation University Australia, Australia Griffith University
(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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How Healthcare Can Overcome Shared Decision-Making Challenges
(1 days ago) WEBCurrent measures look at shared decision-making from both the patient and the clinician perspective, but there’s room for growth in assessing content validity, …
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Nurses push for involvement in AI decision-making
(2 days ago) WEBIn December, Kaiser Permanente awarded grants up to $750,000 to five medical centers to fund projects on artificial intelligence and machine learning …
https://www.modernhealthcare.com/providers/ai-uses-nursing-patient-care-hca-kaiser
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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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The Benefits of AI in Healthcare IBM
(7 days ago) WEBAI solutions—such as big data applications, machine learning algorithms and deep learning algorithms—might also be used to help humans analyze large data sets to …
https://www.ibm.com/think/insights/ai-healthcare-benefits
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ISO - An easy guide to understanding healthcare data analytics
(5 days ago) WEBThis field leverages technologies like machine learning and data visualization to enhance medical practices, optimize resource allocation, and drive evidence-based decision …
https://www.iso.org/healthcare/data-analytics
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What are patient decision aids in shared decision-making?
(9 days ago) WEBThis is because shared decision-making relies on strong patient education and access to information, and PDAs can help support that. Through written and visual …
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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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[2405.01807] Algorithmic Decision-Making under Agents with …
(2 days ago) WEBView PDF Abstract: This paper studies algorithmic decision-making under human's strategic behavior, where a decision maker uses an algorithm to make …
https://arxiv.org/abs/2405.01807
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