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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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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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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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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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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Algorithm Bias and Racial and Ethnic Disparities in Health …
(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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What influences algorithmic decision-making? A …
(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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Predictably unequal: understanding and addressing concerns that
(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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On Algorithmic Fairness in Medical Practice Cambridge Quarterly …
(9 days ago) WEBOn the ethics of algorithmic decision-making in healthcare. Journal of Medical Ethics 2020; 46 (3): of machine learning models raises wider epistemic and …
Category: Medical Show Health
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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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 assisting clinical decision making and revolutionizing the field of health care. A major open challenge …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8515002/
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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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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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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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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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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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FSMB Recommendations for the Ethical Integration of AI in …
(7 days ago) WEBDecision-Making in the ICU. Journal Article; 19/04/2024 Decision-making in the ICU is a multifaceted process that involves clinical assessment, collaboration among …
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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
Category: Medical Show Health
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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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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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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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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[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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[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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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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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
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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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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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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On the ethics of algorithmic decision-making in healthcare.
(2 days ago) WEBIntroduction. Machine learning is increasingly being conceived as a technology with the potential to transform professional healthcare. Recently, there has …
https://europepmc.org/article/MED/31748206
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What are patient decision aids in shared decision-making?
(9 days ago) WEBPatient decision aids (PDAs) are key tools to help support patient education during the shared decision-making process. By. Sara Heath, Managing Editor. …
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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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How Healthcare Can Overcome Shared Decision-Making Challenges
(1 days ago) WEBThe report also outlined some of the leading challenges to practicing shared decision-making, including. Policies and reimbursement. Supportive leadership. …
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