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  1. effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/impact-healthcare-algorithms-racial-ethnic-disparities-March-3.pdf
    July 01, 2023 - Bias in Different Types of Algorithms Overlap in Rules-Based and Machine Learning … • Aligning around a current best practice provides clarity, supports innovation, and promotes learning … Good machine learning practice for medical device development: guiding principles. … ONC’s Health IT Buzz Blog Series: Artificial Intelligence & Machine Learning Thank you! … Artificial Intelligence/Machine Learning (AI/ML)-Enabled Medical Devices Matthew Diamond MD, MPH FDA
  2. effectivehealthcare.ahrq.gov/products/stakeholders-engagement-others/slides-2011-1
  3. effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/pdf/epc-year-in-review-2019.pdf
    January 01, 2019 - Abstract Screening With DistillerAI: A User Study Facilitating the Implementation of EPC Reports in Learning … to High-Quality Evidence: AHRQ EPC 2018 Pilot Projects Summary Performance and Usability of Machine Learning … products/machine-assisted-abstract-screening/methods-report https://effectivehealthcare.ahrq.gov/products/learning-health-systems-pilot-adhd … products/health-systems-access-evidence/overview https://effectivehealthcare.ahrq.gov/products/machine-learning-screening … Holidays for Osteoporosis Fracture Prevention: A Systematic Review Performance and Usability of Machine Learning
  4. effectivehealthcare.ahrq.gov/sites/default/files/pdf/autism-update_consumer.pdf
    September 01, 2014 - child you care for is older than 12 years or has a different behavioral, emotional, developmental, or learning … programs These programs are offered in schools or other learning centers. … They focus on learning and reasoning skills and “whole life” approaches. … Usually, these services are included in the cost of the school or learning center, so there may not … Your school district or learning center may have other names for these educational approaches, so you
  5. effectivehealthcare.ahrq.gov/sites/default/files/pdf/developing-consistent-useful-quality-improvement.pdf
    September 01, 2020 - • Utility for Health Systems: Learning health systems can expect to see extracted data for different … Quality improvement studies can provide important insight to learning health systems. … Best Care at Lower Cost: The Path to Continuously Learning Health Care in America. … The Learning Healthcare Project. … Evidence-based medicine - engineering the Learning Healthcare System.
  6. effectivehealthcare.ahrq.gov/sites/default/files/related_files/AI-tools-protocol.pdf
    August 15, 2023 - of interest among EPCs in the potential for tools that use artificial intelligence (AI) or machine learning … Eligibility Criteria Key Question (KQs) KQ 1: What tools that use artificial intelligence (AI) or machine learning … tool and the automation method o Tool URL o What’s the technology  Model types (e.g., SVM, deep learning … Machine learning computational tools to assist the performance of systematic reviews: A mapping review … EPC Evidence-based Practice Center GQ Guiding Question MeSH Medical Subject Heading ML Machine learning
  7. effectivehealthcare.ahrq.gov/sites/default/files/pdf/white-paper-framework-for-conceptualizing-evidence-needs_0.pdf
    December 01, 2017 - Preparing Evidence for Use by Learning Health Systems Drs. … Such a role aligns with the concept of learning health systems. … The Learning Health System Context Much of the discussion about learning health systems focuses on the … As described in one of the reports in the IOM series on learning health care systems, “A learning health … Evidence-based Medicine - Engineering the Learning Healthcare System.
  8. effectivehealthcare.ahrq.gov/sites/default/files/related_files/hyperactivity-disorder-protocol-amendment.pdf
    January 08, 2025 - will be screened by at least one human literature reviewer and a DistillerSR software machine learning … Test" OR "CVLT-3" OR "Standard Form California Verbal" "CVLT-3 Brief" OR "California Verbal Learning … Test" OR "CVLT-3" OR "Standard Form California Verbal" "CVLT-3 Brief" OR "California Verbal Learning … Test" OR "CVLT-3" OR "Standard Form California Verbal" "CVLT-3 Brief" OR "California Verbal Learning … Test" OR "CVLT-3" OR "Standard Form California Verbal" "CVLT-3 Brief" OR "California Verbal Learning
  9. effectivehealthcare.ahrq.gov/sites/default/files/related_files/hyperactivity-disorder-protocol.pdf
    November 10, 2024 - will be screened by at least one human literature reviewer and a DistillerSR software machine learning … Test" OR "CVLT-3" OR "Standard Form California Verbal" "CVLT-3 Brief" OR "California Verbal Learning … Test" OR "CVLT-3" OR "Standard Form California Verbal" "CVLT-3 Brief" OR "California Verbal Learning … Test" OR "CVLT-3" OR "Standard Form California Verbal" "CVLT-3 Brief" OR "California Verbal Learning … Test" OR "CVLT-3" OR "Standard Form California Verbal" "CVLT-3 Brief" OR "California Verbal Learning
  10. effectivehealthcare.ahrq.gov/sites/default/files/pdf/methods-health-systems-guidelines-development.pdf
    February 01, 2019 - • Alternate formats may improve utility of EPC report data to guideline committees in learning health … Groups and individuals in learning health systems make decisions based on many factors, including but … These are freely available for use by learning healthcare systems and other end users. … The developed prototypes may facilitate learning health systems’ efforts to provide evidence-based, … quality care through continuous learning and improvement.
  11. Slide 1 (ppt file)

    effectivehealthcare.ahrq.gov/sites/default/files/module_iii2.ppt
    May 29, 2025 - /gridColorName> The Agency for Healthcare Research and Quality presents the following e-learning … Evidence-based Practice Center. * Full Course Outline This is the 3rd module as part of a four module e-learning … * Module III Learning Objectives After completing Module III participants will be able to: Identify … certification boards Look for policymakers through professional networks such as Medicaid Medical Directors Learning
  12. effectivehealthcare.ahrq.gov/sites/default/files/pdf/methods-report-creating-efficiencies-extraction-data.pdf
    August 01, 2021 - Efficiencies in the Extraction of Data From Randomized Trials: A Prospective Evaluation of a Machine Learning … Efficiencies in the Extraction of Data From Randomized Trials: A Prospective Evaluation of a Machine Learning … Purpose of study For a sample of 75 randomized trials, we prospectively evaluated an online machine learning … Objectives We aimed to: (1) prospectively evaluate an online machine learning and text mining tool’s … Learning to argue via apprenticeship.
  13. effectivehealthcare.ahrq.gov/products/creating-efficiencies-extraction-data/methods-report
  14. effectivehealthcare.ahrq.gov/sites/default/files/module-iii-points-of-engagement-in-the-ehc-program.pdf
    May 29, 2025 - investigators Speaker notes: The Agency for Healthcare Research and Quality presents the following e- learning … Skills for Successful Engagement Speaker notes: This is the 3rd module as part of a four module e-learning … Slide 5 Module III Learning Objectives After completing Module III participants will be able to: … boards § Look for policymakers through professional networks such as Medicaid Medical Directors Learning
  15. Slide 1 (pdf file)

    effectivehealthcare.ahrq.gov/sites/default/files/cf_deliberativemethodswebinar_goalsetting.pdf
    May 29, 2025 - expect to be the outcomes 2 Goals of Deliberation Deliberation First-Order Goals • Issue Learning
  16. effectivehealthcare.ahrq.gov/sites/default/files/pdf/methods-report-facilitating-implementation-pilot.pdf
    October 01, 2019 - Methods Research Report Facilitating the Implementation of EPC Reports in Learning … on ADHD Methods Research Report Facilitating the Implementation of EPC Reports in Learning … Key Messages • We developed an implementation guide based on a published EPC report to support Learning … vi Facilitating the Implementation of EPC Reports in Learning Health Systems Engaged in Quality … HealthPartners is affiliated with the University of Minnesota Learning Health System Network for an
  17. effectivehealthcare.ahrq.gov/sites/default/files/pdf/ehc-presentation-quantitative-synthesis-chapter-1.pdf
    July 01, 2019 - Systematic review process overview • Learning objective: Describe the basic principles of combining … Learning objective for Chapter 1. … Decision to combine trials Background Background Systematic review process overview Learning objective
  18. effectivehealthcare.ahrq.gov/sites/default/files/use_of_handheld_ebell_presentation.pdf
    January 01, 2009 - Context   • Clinical  questions  are  common   • Questions  are  central  to  adult  learning …  2006)   • RCT  of  handheld  computer  versus  paper  aids  showed  improved  learning
  19. Slide 1 (ppt file)

    effectivehealthcare.ahrq.gov/sites/default/files/module_i1.ppt
    May 29, 2025 - /gridColorName> The Agency for Healthcare Research and Quality presents the following e-learning … Evidence-based Practice Center. * Full Course Outline This is the first of four modules as part of this e-learning … of these principles with the principles of comparative effectiveness research (CER). * Module I Learning … It serves the purpose of reciprocal learning and knowledge exchange to improve health. … problem-solving between researchers and decision makers,” which results in interactions that produce mutual learning
  20. effectivehealthcare.ahrq.gov/sites/default/files/pdf/omega-3-maternity_research-protocol.pdf
    May 18, 2015 - include additional maternal (risk for perinatal depression) and childhood (risk for ADHD, autism, learning … Growth patterns • Neurological development • Visual function • Cognitive development • Autism • Learning … disorder'/exp OR learning NEAR/3 disorder* OR dyslexi* OR discalculi* #22 respiratory NEAR/3 illness … Disorders/ or (learning adj3 disorder*).mp. or dyslexi*.mp. or discalculi*.mp. 39 limit 38 to english … disorder" OR "learning disorders" OR dyslexi* OR discalculi* OR "respiratory illness" OR asthma* OR

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