Algorithms Used In Health Care

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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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Ideal algorithms in healthcare: Explainable, dynamic, precise

(3 days ago) WEBThis method was used to evaluate racial bias in an algorithm that predicts healthcare needs . The authors compared observed versus predicted healthcare needs …

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

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Artificial intelligence in healthcare: transforming the practice of

(3 days ago) WEBIntroduction. Healthcare systems around the world face significant challenges in achieving the ‘quadruple aim’ for healthcare: improve population health, improve the patient's …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8285156/

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How Algorithms Could Improve Primary Care - Harvard Business …

(5 days ago) WEB4_betterhealth. Automated clinical algorithms promise to transform primary care. Clinical algorithms specify the steps of a clinical process, leading from inputs …

https://hbr.org/2022/05/how-algorithms-could-improve-primary-care

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The potential for artificial intelligence to transform healthcare

(Just Now) WEBArtificial intelligence (AI) has the potential to transform care delivery by improving health outcomes, patient safety, and the affordability and accessibility of high …

https://www.nature.com/articles/s41746-024-01097-6

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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 …

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

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

(3 days ago) WEBIn another example, AI algorithms used health costs as a proxy for health needs and falsely concluded that Black patients are healthier than equally sick white …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8515002/

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Algorithmic Bias in Health Care Exacerbates Social Executive and

(1 days ago) WEBBrian Powers, a faculty member in Applied Artificial Intelligence for Health Care, wrote a landmark 2019 paper in Science that showed that algorithms commonly …

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

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Ideal algorithms in healthcare: Explainable, dynamic, precise

(9 days ago) WEBThis method was used to evaluate racial bias in an algorithm that predicts healthcare needs . The authors compared observed versus predicted healthcare needs …

https://journals.plos.org/digitalhealth/article?id=10.1371/journal.pdig.0000006

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How algorithms can create inequality in health care, …

(5 days ago) WEBMachine-learning algorithms and artificial intelligence software help organizations analyze large amounts of data to improve decision-making, and these tools are increasingly used in hospitals to …

https://news.uchicago.edu/story/how-algorithms-can-create-inequality-health-care-and-how-fix-it

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Algorithm Bias and Racial and Ethnic Disparities in Health and …

(8 days ago) WEBImportance Health care algorithms are used for diagnosis, treatment, prognosis, risk stratification, and allocation of resources. Bias in the development and …

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

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Revolutionising Medicine: The Power of Digital Algorithms in …

(1 days ago) WEBMedical digital algorithms are computer programs that use complex mathematical equations to analyse data and make predictions about medical conditions. These …

https://healthmanagement.org/c/healthmanagement/IssueArticle/revolutionising-medicine-the-power-of-digital-algorithms-in-healthcare

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Algorithmic bias in health care: Opportunities for nurses to …

(4 days ago) WEBthe development and use of AI in health care. Algorithms deployed at scale with less oversight could have far reaching and possibly harmful effects. A systematic review by …

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

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Algorithms Are Making Decisions About Health Care, Which May …

(6 days ago) WEBSome algorithms used in the clinical space are severely under-regulated in the U.S. The U.S Department of Health and Human Services (HHS) and its subagency …

https://www.aclu.org/news/privacy-technology/algorithms-in-health-care-may-worsen-medical-racism

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Big data and machine learning algorithms for health-care delivery

(3 days ago) WEBAnalysis of big data by machine learning offers considerable advantages for assimilation and evaluation of large amounts of complex health-care data. However, to effectively …

https://www.thelancet.com/journals/lanonc/article/PIIS1470-2045(19)30149-4/fulltext

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‘Nobody is catching it’: Algorithms used in health care nationwide …

(Just Now) WEBA new report finds bias is pervasive in algorithms used by hospitals and insurers. It also offers a playbook on how to fix those flaws. Algorithms used in …

https://www.statnews.com/2021/06/21/algorithm-bias-playbook-hospitals/

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Millions of black people affected by racial bias in health-care …

(Just Now) WEBAn algorithm widely used in US hospitals to allocate health care to patients has been systematically discriminating against black people, a sweeping analysis has …

https://www.nature.com/articles/d41586-019-03228-6

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How Health Care Changes When Algorithms Start Making Diagnoses

(6 days ago) WEBFirst, the author suggests that more attention should be paid to the development of “explainable” AI. Second, regulators must start seriously exploring …

https://hbr.org/2018/05/how-health-care-changes-when-algorithms-start-making-diagnoses

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Racial Bias Found in a Major Health Care Risk Algorithm

(9 days ago) WEBA study published Thursday in Science has found that a health care risk-prediction algorithm, a major example of tools used on more than 200 million people in …

https://www.scientificamerican.com/article/racial-bias-found-in-a-major-health-care-risk-algorithm/

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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 …

https://www.ibm.com/think/insights/ai-healthcare-benefits

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AI in Health Care: Applications, Benefits, and Examples

(1 days ago) WEBHere are some of the most common applications of AI in the field today: Health care analytics: ML algorithms are trained using historical data to produce …

https://www.coursera.org/articles/ai-in-health-care

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Tackling Racially Biased Health Care Algorithms - Bill of Health

(9 days ago) WEBAlgorithms used in health care have the potential to improve health outcomes but are susceptible to racial bias, which can have detrimental consequences …

https://blog.petrieflom.law.harvard.edu/2023/10/05/tackling-racially-biased-health-care-algorithms/

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Artificial Intelligence for Emergency Care Triage - JAMA Network

(8 days ago) WEBGeneral purpose language models trained on clinical notes have demonstrated early potential as all-purpose prediction engines in health care, which …

https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2818391

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Cardiology ranked No. 2 among all specialties with 122 FDA …

(6 days ago) WEBThere are now 122 FDA-cleared AI algorithms specific to cardiology. This makes up 14% of the 882 clinical AI algorithms now on the U.S. market. The new FDA …

https://cardiovascularbusiness.com/topics/artificial-intelligence/cardiology-ranked-no-2-among-all-specialties-when-it-comes-fda-cleared-ai-models

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Machine Learning in Healthcare - PMC - National Center for

(3 days ago) WEBThe testing data set is new to the algorithm and is solely used to test the algorithm's abilities. This measure is taken to eliminate biases in the algorithm's …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8822225/

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UnitedHealth used algorithms to deny care, staff say — STAT …

(2 days ago) WEBReprints. T he nation’s largest health insurance company pressured its medical staff to cut off payments for seriously ill patients in lockstep with a computer …

https://www.statnews.com/2023/11/14/unitedhealth-algorithm-medicare-advantage-investigation/

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Health care algorithms can make racial inequities worse while …

(9 days ago) WEBPublished May 9, 2024, 10:58 a.m. ET. University of Pennsylvania researchers undertook the most comprehensive review yet on the algorithms that doctors and health systems …

https://www.inquirer.com/health/racial-bias-algorithm-health-care-20240509.html

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How Artificial Intelligence is Transforming Stroke Care

(Just Now) WEBAI algorithms, like the Rapid Software used by Bronson Healthcare, look at brain imaging scans (CT, MRI) for faster and more accurate stroke detection. For …

https://www.bronsonhealth.com/news/ai-stroke-care/

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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.

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

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The association between population health management tools and

(3 days ago) WEBTechnological burden and medical complexity are significant drivers of clinician burnout. Electronic health record(EHR)-based population health management tools can …

https://bmcprimcare.biomedcentral.com/articles/10.1186/s12875-024-02410-8

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Exploitation of healthcare IoT–fog-based smart e-health - Springer

(Just Now) WEBThe IoT–fog SEH approach is used to compare the Cloud-HMS algorithm, Throttled method, and HGWDE algorithm. In terms of reaction time, IoT–fog SEH beats …

https://link.springer.com/article/10.1007/s10586-024-04502-7

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JCM Free Full-Text A Machine Learning-Based Mortality - MDPI

(1 days ago) WEBBackground: Chronic hepatitis C (HCV) infection presents global health challenges with significant morbidity and mortality implications. Successfully treating …

https://www.mdpi.com/2077-0383/13/10/2939

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5 interesting ways Artificial Intelligence can boost mental healthcare

(9 days ago) WEBWell, here are a few ways it can improve mental healthcare. Machine learning algorithms can be used to notify medical professionals that a patient is likely to

https://www.msn.com/en-in/money/news/5-interesting-ways-artificial-intelligence-can-boost-mental-healthcare/ar-AA1bRpWG

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Biomimetics Free Full-Text Modeling the Electrical Activity of the

(8 days ago) WEBAlthough healthcare and medical technology have advanced significantly over the past few decades, heart disease continues to be a major cause of mortality globally. …

https://www.mdpi.com/2313-7673/9/5/300

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Top in women’s health: Algorithm predicts preeclampsia; …

(9 days ago) WEBAn algorithm from the Fetal Medicine Foundation used a blood test, ultrasound data and maternal characteristics in the first trimester of pregnancy to predict …

https://www.healio.com/news/primary-care/20240515/top-in-womens-health-algorithm-predicts-preeclampsia-obgyns-often-face-bullying

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