Accountable Algorithms In Health Care

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Designing Accountable Health Care Algorithms: Lessons …

(4 days ago) WEBAI systems can exacerbate bias, 1 fail to produce output that concurs with best health care judgment, 2 or even degrade human decision-making when relying on artifacts in data used to train the algorithm. 3 The question of how to build out health …

https://catalyst.nejm.org/doi/full/10.1056/CAT.21.0382

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ARTICLE Designing Accountable Health Care Algorithms: …

(3 days ago) WEBspecific public health activity, the setting is representative of a wide range of health care delivery contexts, and the experience lays out how health care …

https://catalyst.nejm.org/doi/pdf/10.1056/CAT.21.0382

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Algorithm Bias and Racial and Ethnic Disparities in Health …

(8 days ago) WEBAlgorithm developers, health care institutions, algorithm users, and regulators are responsible for ensuring that algorithms are transparent, easy to explain, …

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

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Predictably unequal: understanding and addressing …

(9 days ago) WEBUse of algorithms for microallocation (i.e. rationing based on individual characteristics) is likely to play a larger role for population health management in …

https://www.nature.com/articles/s41746-020-0304-9

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Designing Accountable Health Care Algorithms: Lessons …

(1 days ago) WEBAlthough developed for a specific public health activity, the setting is representative of a wide range of health care delivery contexts, and the experience lays out how health …

https://law.stanford.edu/publications/designing-accountable-health-care-algorithms-lessons-from-covid-19-contact-tracing/

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Why Accountability Sharing in Health Care - AMA …

(9 days ago) WEBJust culture offers a model for creating positive workplaces in health care settings 6,7 by balancing “the need for an open and honest reporting environment with the end of a …

https://journalofethics.ama-assn.org/article/why-accountability-sharing-health-care-organizational-cultures-means-patients-are-probably-safer/2020-09

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Accountability in Healthcare Organizations and Systems

(3 days ago) WEBWhile accountability is a key element in improving the governance and management of healthcare organizations and systems, an accountability relationship can be developed …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4255571/

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How Accountable Care Organizations Use Population …

(3 days ago) WEBAbstract. Issue: New payment and care delivery models such as accountable care organizations (ACOs) have prompted health care delivery systems to better meet the requirements of their high-need, …

https://www.commonwealthfund.org/publications/issue-briefs/2019/jan/how-acos-use-segmentation-high-need-high-cost

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Evaluating clinical algorithms for fairness - The Conversation

(9 days ago) WEBBiased algorithms in health care can lead to inaccurate diagnoses and delayed treatment. Deciding which variables to include to achieve fair health outcomes …

https://theconversation.com/including-race-in-clinical-algorithms-can-both-reduce-and-increase-health-inequities-it-depends-on-what-doctors-use-them-for-206168

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Explainability for artificial intelligence in healthcare: a

(2 days ago) WEBExplainability is one of the most heavily debated topics when it comes to the application of artificial intelligence (AI) in healthcare. Even though AI-driven systems …

https://bmcmedinformdecismak.biomedcentral.com/articles/10.1186/s12911-020-01332-6

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Accountable Algorithms - University of Pennsylvania

(4 days ago) WEBas a whole, have an interest in making these processes more accountable. If these new inventions are to be made governable, this gap must be bridged. 1 In this Article, we use …

https://scholarship.law.upenn.edu/cgi/viewcontent.cgi?article=9570&context=penn_law_review

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When A.I. Fails Patients, Who's Accountable? A Healthcare Primer.

(Just Now) WEBA Primer On Dental Care: Quality and Quackery; Nuclear Energy and Health And the Benefits of Low-Dose Radiation Hormesis; Priorities in Caring for Your …

https://www.acsh.org/news/2024/03/27/when-ai-fails-patients-whos-accountable-healthcare-primer-17739

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Accountable algorithms — Princeton University

(2 days ago) WEBMany important decisions historically made by people are now made by computers. Algorithms count votes, approve loan and credit card applications, target citizens or …

https://collaborate.princeton.edu/en/publications/accountable-algorithms

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New measure of value can help accountable care …

(6 days ago) WEBbeneficiaries in accountable care organizations (ACOs), groups of care: lessons from accountable care organizations, Health Affairs Scholar (2024). DOI: …

https://medicalxpress.com/news/2024-05-accountable-health-outcomes-money.pdf

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Designing Accountable Health Care Algorithms: Lessons from …

(4 days ago) WEBAlthough developed for a specific public health activity, the setting is representative of a wide range of health care delivery contexts, and the experience lays out how health …

https://reglab.stanford.edu/publications/designing-accountable-health-care-algorithms-lessons-from-covid-19-contact-tracing/

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Just Culture Toolkit - ASHP

(7 days ago) WEBReporting enables health systems to optimize processes, especially those with low cognitive burdens that have an overreliance on human performance.1,4. Throughout this …

https://www.ashp.org/-/media/assets/pharmacy-practice/resource-centers/patient-safety/Just-Culture-Toolkit_-Final.pdf

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Designing Accountable, Equitable Health Care Algorithms

(3 days ago) WEBThe Assistant Public Health Officer for the County of Santa Clara Public Health Department describes a machine-learning use case for matching Covid-19 contact tracers with …

https://catalyst.nejm.org/doi/abs/10.1056/CAT.22.0118

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3 Steps to Unlock the True Potential of AI for Health Leaders

(9 days ago) WEBTo begin realizing the potential, healthcare leaders should focus on three important areas. 1. Bridging the process – data gap. AI requires a wealth of data to …

https://hitconsultant.net/2024/05/29/3-steps-to-unlock-the-true-potential-of-ai-for-health-leaders/

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Accountable Care Organization Leader Perspectives on the …

(Just Now) WEBImportance The Medicare Shared Savings Program (MSSP) includes more than 400 accountable care organizations (ACOs) and is among the largest and longest …

https://jamanetwork.com/journals/jama-health-forum/fullarticle/2816469

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New measure of value can help accountable care organizations

(Just Now) WEBThe Centers for Medicare & Medicaid Services (CMS) is placing a big bet on the future of health care. By 2030, it plans to have all Medicare beneficiaries in accountable care …

https://www.msn.com/en-us/money/insurance/new-measure-of-value-can-help-accountable-care-organizations-deliver-better-health-outcomes-for-less-money/ar-BB1nlMTI

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Artificial intelligence in health care: accountability and safety

(3 days ago) WEBAn integral part of any complex health-care system is the implicit promise that clinicians and health-care organizations make to patients: to exercise good judgement, …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7133468/

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New algorithms detect critical congenital heart disease at different

(9 days ago) WEBMay 29, 2024. Aiming to address disparities in neonatal critical congenital heart disease (CCHD) detection and care, a study was conducted to develop new algorithms to …

https://www.mayoclinic.org/medical-professionals/cardiovascular-diseases/news/new-algorithms-detect-critical-congenital-heart-disease-at-different-altitudes/mac-20567843

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7 keys to success with value-based care pay arrangements

(7 days ago) WEBThe AMA, in cooperation with the health insurer trade group AHIP and the National Association of ACOs, lays out in the document (PDF) how to create successful …

https://www.ama-assn.org/practice-management/payment-delivery-models/7-keys-success-value-based-care-pay-arrangements

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Who is your prenatal care provider? An algorithm to identify the

(8 days ago) WEBHaving a usual source of care has a substantial positive impact on patients and outcomes. Such continuity of care (COC), due to the usual source of care [1, 2], is …

https://bmchealthservres.biomedcentral.com/articles/10.1186/s12913-024-11080-2

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Accountable Care Collaborative Phase II Colorado Department of …

(6 days ago) WEBACC Deliverables. The Department of Health Care Policy & Financing (Department) is committed to creating a high-performing, cost-effective Medicaid system that delivers …

https://hcpf.colorado.gov/accphaseII

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Youth Advisory Panel Feedback to the Tech Industry

(8 days ago) WEB"Prioritize Mental Wellbeing: Suggest features that encourage mindfulness, such as built-in breathing exercises or meditation prompts.Curate a Positive Feed: …

https://www.aap.org/en/patient-care/media-and-children/center-of-excellence-on-social-media-and-youth-mental-health/youth-advisory-panel/youth-advisory-panel-feedback-to-the-tech-industry/

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How Generative AI Will Change Jobs In Healthcare - Forbes

(1 days ago) WEBAdobe Stock. Generative AI has the potential to change the way professionals work in every industry. In healthcare, it is set to revolutionize the way we …

https://www.forbes.com/sites/bernardmarr/2024/05/21/how-generative-ai-will-change-jobs-in-healthcare/

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UnitedHealth argues against case alleging wrongful AI care denials …

(8 days ago) WEBAdobe. U nitedHealth Group should be released from a lawsuit that alleges its algorithm-based technology prematurely cut off care to its Medicare Advantage …

https://www.statnews.com/2024/05/22/unitedhealth-class-action-lawsuit-algorithm-motion-to-dismiss/

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Trump Loses a Big Battle in His Lifelong War Against Accountability

(1 days ago) WEBAs a president, Trump confronted the ultimate moment of accountability—and he lost his bid for reelection in the 2020 election (just barely). Finally, he had to answer …

https://www.motherjones.com/politics/2024/05/trump-guilty-hush-money-election-interference/

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