Algorithmic Solutions In Health Care

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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 algorithmic fairness have been developed to create neutral models: models designed to …

https://www.thelancet.com/journals/landig/article/PIIS2589-7500(20)30065-0/fulltext

Category:  Medicine Show Health

How Health Care Algorithms and AI Can Help and Harm

(5 days ago) WebWhen we think of potentially dangerous, unseen challenges to public health, pathogens and toxins often come to mind. But algorithms—formulas that do everything from suggesting Netflix shows …

https://publichealth.jhu.edu/2023/how-health-care-algorithms-and-ai-can-help-and-harm

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Algorithmic Bias in Health Care Exacerbates Social Executive and

(1 days ago) WebHow Does Algorithmic Bias in Health Care Happen — and Why Is It so Damaging to Patients? Algorithmic bias is not a new problem and is not specific to AI. …

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

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Machine learning and algorithmic fairness in public and - Nature

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

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

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Algorithmic bias in health care: Opportunities for nurses to …

(9 days ago) WebArtificial Intelligence (AI) consists of a range of sophisticated computational techniques, encompassing machine learning algorithms and natural language processing …

https://www.nursingoutlook.org/article/S0029-6554(22)00174-9/fulltext

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Designing Accountable Health Care Algorithms: …

(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, specifically, …

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

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Algorithmic fairness in artificial intelligence for medicine and …

(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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Artificial intelligence and algorithmic bias: implications for health

(3 days ago) WebWe define, for the first time, algorithmic bias in the context of AI and health systems as: “the instances when the application of an algorithm compounds existing …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6875681/

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Measuring algorithmic bias to analyze the reliability of AI - Nature

(Just Now) WebMental healthcare systems are simultaneously facing a shortage of mental health specialty care providers and a large number of patients whose treatment needs …

https://www.nature.com/articles/s44184-024-00057-y

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Algorithmic Fairness and AI Justice in Addressing Health Equity

(2 days ago) WebBias in ML/AI solutions in healthcare emerges in many different ways. Core concepts of bias and fairness might only be loosely defined from a technical perspective. …

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

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Addressing algorithmic bias and the perpetuation of …

(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 four-level analytical process for building and …

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

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Ethical limitations of algorithmic fairness solutions in health …

(5 days ago) WebBias and inefective solutions of algorithmic fairness threaten the ethical obligation to avoid or minimise harms to patients (non-maleficence; panel). Non-maleficence demands that …

https://www.thelancet.com/pdfs/journals/landig/PIIS2589-7500(20)30065-0.pdf

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

(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

Category:  Medical Show Health

Ideal algorithms in healthcare: Explainable, dynamic, precise

(3 days ago) WebAlgorithm bias can be evaluated by assessing calibration across demographic and socioeconomic variables. If an observed outcome matches algorithm …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9754299/

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Practical, epistemic and normative implications of algorithmic bias …

(Just Now) WebBackground There is a growing concern about artificial intelligence (AI) applications in healthcare that can disadvantage already under-represented and …

https://jme.bmj.com/content/early/2023/02/22/jme-2022-108850

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AI in Healthcare: Counteracting Algorithmic Bias

(9 days ago) WebThis paper aims to explore the mechanisms of bias in healthcare AI systems and propose concrete, actionable solutions to ensure equitable treatment and care for …

https://www.bu.edu/deerfield/2024/04/14/stone2-2/

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Ethical limitations of algorithmic fairness solutions in health care

(1 days ago) WebEthical limitations of algorithmic fairness solutions in health care machine learning Lancet Digit Health. 2020 May;2(5):e221-e223. doi: 10.1016/S2589-7500(20)30065-0. Authors …

https://pubmed.ncbi.nlm.nih.gov/33328054/

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Navigating Healthcare’s New Era of Algorithmic Transparency

(1 days ago) WebAs the healthcare industry navigates this new landscape of algorithmic transparency, collaboration between EHR/EMR vendors, healthcare providers, and …

https://medcitynews.com/2024/04/navigating-healthcares-new-era-of-algorithmic-transparency/

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Ethical limitations of algorithmic fairness solutions in health care

(6 days ago) WebDOI: 10.1016/s2589-7500(20)30065-0 Corpus ID: 219041395; Ethical limitations of algorithmic fairness solutions in health care machine learning. …

https://www.semanticscholar.org/paper/Ethical-limitations-of-algorithmic-fairness-in-care-Mccradden-Joshi/954fc3560ffc68ec3e661cfd18bad04e7457b53b

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AHRQ guide provides ways to support equity through digital …

(3 days ago) WebThe Agency for Healthcare Research and Quality recently released a guide to help health systems and other stakeholders assess and advance equity in health care …

https://www.aha.org/news/headline/2024-04-25-ahrq-guide-provides-ways-support-equity-through-digital-health-care-technology

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IMO Clinical AI: Driving superior healthcare data quality

(7 days ago) WebAlgorithm. Identification of the best kind of algorithm to solve the problem statement. For example, information extraction from clinical documents and …

https://www.imohealth.com/ideas/article/imo-clinical-ai-driving-superior-healthcare-data-quality/

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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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Technology as a Tool for Improving Patient Safety PSNet

(5 days ago) WebIn the past several decades, technological advances have opened new possibilities for improving patient safety. Using technology to digitize healthcare …

https://psnet.ahrq.gov/perspective/technology-tool-improving-patient-safety

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The algorithm journey map: a tangible approach to implementing …

(Just Now) WebWhen integrating AI tools in healthcare settings, complex interactions between technologies and primary users are not always fully understood or visible. This …

https://www.nature.com/articles/s41746-024-01061-4

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Algorithmic AI: Propelling Healthcare in India - Elets eHealth

(6 days ago) WebIndia has made significant strides in its journey towards universal health coverage. This has been made possible through the establishment of over 1.7 lakh …

https://ehealth.eletsonline.com/2024/04/algorithmic-ai-propelling-healthcare-in-india/

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GE HealthCare Launches New Era of AI-Enhanced, Personalized

(3 days ago) WebAbout GE HealthCare Technologies Inc. GE HealthCare is a leading global medical technology, pharmaceutical diagnostics, and digital solutions innovator, …

https://www.biospace.com/article/releases/ge-healthcare-launches-new-era-of-ai-enhanced-personalized-oncology-solutions-at-estro-2024-congress/

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What we know about the hacking attack that targeted the U.S.

(9 days ago) WebSCOTT SIMON, HOST: Major hacking attack threw parts of the U.S. health care system into chaos a couple of months ago. The hackers breached the Change …

https://www.npr.org/2024/04/27/1247649283/what-we-know-about-the-hacking-attack-that-targeted-the-u-s-healthcare-system

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GE HealthCare Launches New Era of AI-Enhanced,

(6 days ago) WebAbout GE HealthCare Technologies Inc. GE HealthCare is a leading global medical technology, pharmaceutical diagnostics, and digital solutions innovator, …

https://www.gehealthcare.com/about/newsroom/press-releases/ge-healthcare-launches-new-era-of-ai-enhanced-personalized-oncology-solutions-at-estro-2024-congress?npclid=botnpclid

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Developers Need Crystal Ball For AI Legislation - Forbes

(8 days ago) WebThe Health Data, Technology, and Interoperability: Certification Program Updates, Algorithm Transparency, and Information Sharing (HTI-1) rule includes a …

https://www.forbes.com/sites/joeharpaz/2024/04/29/developers-need-crystal-ball-for-ai-legislation/

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Unlocking AI’s Potential: How COBIT Can Guide Your Business

(Just Now) WebEstablishing metrics for AI, such as accuracy and fairness, allows for the objective tracking of progress and areas for improvement. Furthermore, COBIT’s robust …

https://www.isaca.org/resources/news-and-trends/isaca-now-blog/2024/unlocking-ais-potential-how-cobit-can-guide-your-business-transformation

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Aadhick Solutions Inc

(7 days ago) WebHealthcare. Aadhick Solutions is uniquely positioned in helping the Payers navigate challenges around Population health, ACO, Value-base care, Regulatory reporting and …

http://aadhicksolution.com/

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Bias in AI-based models for medical applications: challenges and

(Just Now) WebArtificial intelligence systems are increasingly being applied to healthcare. In surgery, AI applications hold promise as tools to predict surgical outcomes, assess …

https://www.nature.com/articles/s41746-023-00858-z

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GE HealthCare Receives FDA Clearance for Portrait VSM, Building …

(5 days ago) WebAbout GE HealthCare Technologies Inc. GE HealthCare is a leading global medical technology, pharmaceutical diagnostics, and digital solutions innovator, …

https://www.gehealthcare.com/about/newsroom/press-releases/ge-healthcare-receives-fda-clearance-for-portrait-vsm-building-on-its-growing-ecosystem-of-connected-patient-monitoring-solutions?npclid=botnpclid

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Getting Health Care Right: A Conversation with Patricia Howard

(Just Now) WebPatricia Howard, senior vice president of Highmark’s Health Plan Operations (HPO). Patricia Howard (PH): During my first opportunity to work in the health care …

https://www.highmarkhealth.org/blog/future/Getting-Health-Care-Right-A-Conversation-with-Patricia-Howard.shtml

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Portrait™ VSM Vital Signs Monitor - GE Healthcare

(9 days ago) WebFrom ambulatory patients to critical cases, GE HealthCare’s monitoring technologies deliver information you can trust. With world-class algorithms for arrhythmia, temperature, NIBP, …

https://www.gehealthcare.com/products/patient-monitoring/portrait-vsm

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Autism Healthcare Collaborative

(5 days ago) WebAutism Healthcare Collaborative. 16 Mt. Bethel Road. PO Box 321. Warren, NJ 07059. Phone: (732) 667-7778. Fax: (732) 667-7780. Click Here. Autism Healthcare …

https://www.autismhc.org/

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Pfizer’s First Gene Therapy Gets Approval for Clotting Disorder

(4 days ago) WebPfizer Inc. won US approval for its first gene therapy, expanding into a promising field of medicine that has proved to be a challenging business.

https://www.bloomberg.com/news/articles/2024-04-26/pfizer-s-first-gene-therapy-gets-approval-for-clotting-disorder

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