Algorithmic Solutions In Public Health

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Machine learning and algorithmic fairness in public and …

(Just Now) WEBAlgorithmic solutions to improve treatment are starting to transform health care. Mhasawade and colleagues discuss in this Perspective how machine learning applications in population and public

https://www.nature.com/articles/s42256-021-00373-4

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Advancing health equity with artificial intelligence - PMC

(3 days ago) WEBIntroduction. Artificial intelligence (AI) continues to feature prominently in the health sector by way of its ever-growing contribution to population and public health …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8607970/

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Algorithm Bias and Racial and Ethnic Disparities in Health …

(8 days ago) WEBHealth care algorithms, defined as mathematical models used to inform decision-making, are ubiquitous and may be used to improve health outcomes. …

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

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Ethical limitations of algorithmic fairness solutions in …

(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

Category:  Medicine Show Health

Designing Accountable Health Care Algorithms: Lessons …

(4 days ago) WEBMuch of this debate has remained abstract. 6 In this article, we use a concrete example of how an AI system in an important health care and public health setting improved patient outcomes and, …

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

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Striving for health equity with machine learning - Nature

(Just Now) WEBBig data and machine learning approaches are transformative tools for public and population health, but need ongoing support from insights in algorithmic …

https://www.nature.com/articles/s42256-021-00385-0

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Addressing algorithmic bias and the perpetuation of …

(7 days ago) WEBIntroduction. With data revealing that a disturbingly disproportionate burden of the adverse outcomes of the COVID-19 pandemic is being borne by communities of …

https://www.sciencedirect.com/science/article/pii/S2211883722001095

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Algorithmic Fairness and AI Justice in Addressing Health …

(2 days ago) WEBThe Partnership on AI was created in 2016 to advance the public’s understanding of AI and by bringing together diverse stakeholders across sectors, …

https://link.springer.com/chapter/10.1007/978-3-031-07912-2_15

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

(7 days ago) WEBThe bigger picture. Bias in the medical field can be dissected along three directions: data-driven, algorithmic, and human. Bias in AI algorithms for health care …

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

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Algorithmic Bias in Health Care Exacerbates Social Executive and

(1 days ago) WEBIn their 2019 paper in Journal of Global Health “Artificial intelligence and algorithmic bias: implications for health systems,” Panch, Mattie, and Rifat Atun define …

https://www.hsph.harvard.edu/ecpe/how-to-prevent-algorithmic-bias-in-health-care/

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Artificial Intelligence and Healthcare: The Impact of Algorithmic …

(6 days ago) WEBThroughout her professional career, Dr. Williams has worked on public health issues focused on vulnerable populations including minority health, health disparities, prisoner …

https://link.springer.com/book/10.1007/978-3-031-48262-5

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Artificial intelligence in public health: Challenges and opportunities

(3 days ago) WEBArtificial intelligence and natural language processing. AI research has produced models that can interpret a radiograph (1,2), detect irregular heartbeats using …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7343054/

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Machine learning and algorithmic fairness in public and …

(5 days ago) WEBGiven the key foci of health equity and disparities within public and population health, we juxtapose these topics with the machine learning subfield of algorithmic fairness to …

https://www.semanticscholar.org/paper/Machine-learning-and-algorithmic-fairness-in-public-Mhasawade-Zhao/d3992c3d89e5ec05e0a6c96c4956f2ff9f7da023

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Addressing algorithmic bias and the perpetuation of health …

(4 days ago) WEBA recent research paper co-authored by CDHAI researchers together with colleagues from Accenture, the World Bank, and the University of Maryland describes a …

https://carey.jhu.edu/articles/research/algorithmic-bias-health-inequities-awareness

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Machine learning and algorithmic fairness in public and …

(4 days ago) WEBMachine learning and algorithmic fairness in public and population health. July 2021. Nature Machine Intelligence 3 (8):1-8. DOI: 10.1038/s42256-021-00373-4. …

https://www.researchgate.net/publication/353582130_Machine_learning_and_algorithmic_fairness_in_public_and_population_health

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Deploying Data-Driven Solutions for Public Health

(1 days ago) WEBOne was a machine learning algorithm developed for the county's public health department by its partner, Stanford University’s Regulation, Evaluation, and …

https://impact.stanford.edu/article/deploying-data-driven-solutions-public-health

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AI for Global Health and Public Health Welcome to Teamcore

(8 days ago) WEBMathematical modeling and multi-agent based analysis of the pandemic allows better understanding of the disease spread and may help inform policy at the national and …

https://teamcore.seas.harvard.edu/ai-social-work

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Using AI for public impact: Insights from Dr. Soroush Saghafian

(2 days ago) WEBBridge 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.msn.com/en-us/health/other/using-ai-for-public-impact-insights-from-dr-soroush-saghafian/ar-BB1mw4Lf

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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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Leveraging systems science and design thinking to advance

(1 days ago) WEB1 Introduction. Many persistent public health challenges are marked by dynamic complexity that makes them particularly difficult for practitioners and …

https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2024.1368050/full

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

(9 days ago) WEBAmerica’s hospitals and health systems are ready for you, 24/7. This week, almost 1 out of every 100 individuals will visit the emergency room. And by the end of …

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

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From the Dean UNC Gillings Carolina Public Health magazine

(5 days ago) WEBFrom the Dean. issue: Spring 2024. CATEGORY: General. article summary. Dean Messonnier emphasizes the importance of policy, funding, and social norms in tackling …

https://gillings-projects.unc.edu/cph-articles/from-the-dean-2024

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A revision to the United States national ALS registry's algorithm to

(Just Now) WEBPublic Health Research Publications Topic National Amyotrophic Lateral Sclerosis (ALS) Registry. January 16, 2024 A revision to the United States national ALS …

https://www.cdc.gov/als/php/publications/a-revision-to-the-united-states-national-als-registrys-algorithm-to-improve-case-ascertainment.html

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Diabetes Algorithm (My Family Health Portrait Web-Based Tool)

(6 days ago) WEBThis algorithm is based on a version of the Diabetes Risk Test as developed by the American Diabetes Association. Additional information about the test can be …

https://www.cdc.gov/family-health-history/php/mfhp-algorithms/diabetes-my-family-health-portrait-web-based-tool.html

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Designing Accountable Health Care Algorithms: Lessons from …

(3 days ago) WEBAn academic team at Stanford University worked with the County of Santa Clara Public Health Department to develop a machine-learning system for language …

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

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Biden-Harris Administration Announces Maternal Mental Health …

(5 days ago) WEBThe U.S. Department of Health and Human Services (HHS) announced the release of a national strategy today, with recommendations developed by the Task …

https://www.hhs.gov/about/news/2024/05/14/biden-harris-administration-announces-maternal-mental-health-task-force-national-strategy-improve-maternal-mental-health-care-amid-urgent-public-health-crisis.html

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Frontiers An Artificial Intelligence Algorithm to Select Most Viable

(2 days ago) WEBThe most common Assisted Reproductive Technology is In-Vitro Fertilization (IVF). During IVF, embryologists commonly perform a morphological assessment to …

https://www.frontiersin.org/articles/10.3389/frai.2024.1375474

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Multi-Armed Bandits in Python: Epsilon Greedy, UCB1, Bayesian …

(7 days ago) WEBFrom UCB1 to a Bayesian UCB. An extension of UCB1 that goes a step further is the Bayesian UCB algorithm. This bandit algorithm takes the same principles …

https://jamesrledoux.com/algorithms/bandit-algorithms-epsilon-ucb-exp-python/

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Recommended Laboratory HIV Testing Algorithm for Serum …

(1 days ago) WEBReporting results from the HIV diagnostic testing algorithm to persons ordering HIV tests and public health authorities Abbreviations: Ag/Ab, antigen/antibody; …

https://www.cdc.gov/hiv/pdf/guidelines_testing_recommendedlabtestingalgorithm.pdf

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A novel parallel heuristic method to design a sustainable

(2 days ago) WEBEfficient management of waste generated in healthcare systems is crucial to minimize its environmental impact and ensure public health. Sustainable medical waste …

https://ui.adsabs.harvard.edu/abs/2024JCPro.45241897A/abstract

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NWBRHC – NORTHWEST BERGEN REGIONAL HEALTH COMMISSION

(9 days ago) WEBIn the event of an after-hours public health emergency, please call 201-885-3572. Please CALL or TEXT 9-8-8 or visit the National Suicide Prevention Lifeline chat to connect with …

https://nwbrhc.org/

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Hereditary Breast and Ovarian Cancer Algorithm (MFHP: Cancer)

(3 days ago) WEBAt a glance. This page provides the algorithm for hereditary breast and ovarian cancer for the MFHP: Cancer app, available for iOS and Android. This …

https://www.cdc.gov/family-health-history/php/mfhp-algorithms/hereditary-breast-and-ovarian-cancer.html

Category:  Cancer Show Health

Health - The City Of Hackensack

(4 days ago) WEBThe Health Department has been providing public health services to the residents of Hackensack since the 1900s. The goal that we strive for is to coordinate and assure the …

https://www.hackensack.org/Health/

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Governor Newsom Unveils Revised State Budget - California …

(7 days ago) WEBGovernor Newsom Unveils Revised State Budget, Prioritizing Balanced Solutions for a Leaner, More Efficient Government. Published: May 10, 2024. Para leer …

https://www.gov.ca.gov/2024/05/10/revised-state-budget-may-2024-25/

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Hereditary Colorectal (Colon) Cancer Algorithm (MFHP: Cancer)

(Just Now) WEBThis page provides the algorithm for hereditary colorectal (colon) cancer for the My Family Health Portrait (MFHP): Cancer app, available for iOS and Android. This …

https://www.cdc.gov/family-health-history/php/mfhp-algorithms/colorectal-colon-cancer.html

Category:  Cancer Show Health

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