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  1. effectivehealthcare.ahrq.gov/sites/default/files/related_files/polyunsaturated-fatty-protocol.pdf
    January 01, 2024 - Citation Screening Per our EPC’s standard processes, we will take advantage of the machine learning … We will train the machine learning algorithm as follows: (1) We will review the reference lists from … (7) As screening progresses, the pretrained SRDR+ machine learning algorithm will continue to adapt
  2. effectivehealthcare.ahrq.gov/sites/default/files/related_files/saturated-fat-replacement-protocol.pdf
    January 01, 2024 - Citation Screening Per our EPC’s standard processes, we will take advantage of the machine learning … We will train the machine learning algorithm as follows: (1) We will review the reference lists from … (7) As screening progresses, the pretrained SRDR+ machine learning algorithm will continue to adapt
  3. effectivehealthcare.ahrq.gov/sites/default/files/facilitation-webcast-slides.pptx
    June 13, 2013 - Participants feel they have a stake in the issues, they provide multiple perspectives, they are in learning
  4. effectivehealthcare.ahrq.gov/sites/default/files/delilberative-methods-design-abelson.pdf
    May 29, 2025 - Designing a Deliberative Forum Designing a Deliberative Forum Julia Abelson, PhD Department of Clinical Epidemiology & Biostatistics McMaster University Hamilton, Ontario CANADA Slide 15 Deliberation comes in many shapes and sizes  Length, size, frequency and content of deliberation are dictated by…
  5. effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/pdf/epc-ki-tep-confidentiality-form.pdf
    August 01, 2020 - Disclosure Policy and Form EPC Key Informant and Technical Expert Agreement The primary role of the Key Informant is to provide input on proposed review questions to help the EPC ensure that a resulting evidence review will be useful for people making real-world decisions. The primary role of the Technical…
  6. effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/pdf/epc-year-in-review-2021.pdf
    January 01, 2021 - well as pain management, women’s health, digital health, healthcare disparities, and the needs of learningLearning Health Systems Panel 12. Lehigh Valley Health Network 13. … Efficiencies in the Extraction of Data From Randomized Trials: A Prospective Evaluation of a Machine Learning … Topics discussed at the meeting included the new FDA framework for artificial intelligence and machine learning
  7. effectivehealthcare.ahrq.gov/sites/default/files/related_files/fiber-intake-protocol.pdf
    August 15, 2023 - Citation Screening Per our EPC’s standard processes, we will take advantage of the machine learning … We will train the machine learning algorithm as follows: (1) We will review the reference lists from … (7) As screening progresses, the pretrained SRDR+ machine learning algorithm will continue to adapt
  8. PATIENTSLIKEME (pdf file)

    effectivehealthcare.ahrq.gov/sites/default/files/clifford.pdf
    May 29, 2025 - So a person who's interested in learning more about the drug can just click a button and see a tremendous … We do -- we're still learning how to do research better.
  9. effectivehealthcare.ahrq.gov/sites/default/files/related_files/misuse-prescription-protocol-amendment.pdf
    November 26, 2024 - Use of Artificial Intelligence and/or Machine Learning All citation and full text decisions will be … checked for reviewer errors by a machine learning algorithm in the software DistillerSR.
  10. effectivehealthcare.ahrq.gov/sites/default/files/pdf/methods-report-improving-health-systems-access.pdf
    August 01, 2019 - Learning new software required more time investment than learning the content of a report. … Some examples of new efforts include— • Convening a Learning Health Systems Panel to help identify how … Mind the Gap: Putting Evidence into Practice in the Era of Learning Health Systems. … Project Proposal Instructions Proposed TO1 FY 2018 Methods Focus on Making EPC reports useful for Learning
  11. Slide 1 (pdf file)

    effectivehealthcare.ahrq.gov/sites/default/files/cf_deliberativemethodswebinar_desigingdeliberativeforum.pdf
    May 29, 2025 - Slide 1 Designing a Deliberative Forum Julia Abelson, PhD Department of Clinical Epidemiology & Biostatistics McMaster University Hamilton, Ontario CANADA 1 Deliberation comes in many shapes and sizes • Length, size, frequency and content of deliberation are dictated by: – purpose, sc…
  12. effectivehealthcare.ahrq.gov/sites/default/files/related_files/trauma-informed-care-disposition-comments.pdf
    January 14, 2025 - There is a paucity of measures available to evaluate learning and competency in TIC (eg, core knowledge … behavioral health, attention, cognition, emotional and behavioral regulation, school adaptation and learning … Small pilots can be used to identify measures of learning, skill adoption, caregiver perception of care
  13. effectivehealthcare.ahrq.gov/sites/default/files/product/pdf/deficit-hyperactivity-protocol.pdf
    November 01, 2021 - Personalized Medication Response Prediction for Attention-Deficit Hyperactivity Disorder: Learning in … skills"[tiab] OR "time management"[tiab] OR "homework intervention"[tiab] OR braintrain[tiab] OR "memorytraining"[tiab] OR "Captain's log mindpower builder"[tiab] OR "memory gyms"[tiab] OR "attention gym … tiab] AND c8[tiab]) OR "attention training"[tiab] OR "CogniPlus"[tiab] OR cogmed[tiab] OR "working memorytraining"[tiab] OR biofeedback[tiab] OR neurofeedback[tiab] OR neuroagility[tiab] OR neuroptimal[tiab
  14. effectivehealthcare.ahrq.gov/sites/default/files/lessons-transcript.pdf
    May 29, 2025 - the differences, and I thought that Nina’s presentation was terrific at talking about bidirectional learning … specific research protocol it all needs to be tailored but things that we’ve tried in the past and we’re learning
  15. effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/pdf/mhs-IV-epc-grand-rounds-slides.pptx
    January 01, 2023 - Disclosure Information Planning Committee Presenters CME Learning Objectives Identify key elements … Primary EWSs, score automation, huddles, learning collaboratives, policy changes Hospital mortality 4 … Primary EWSs, score automation, huddles, learning collaboratives, policy changes Incidence of cardiorespiratory
  16. effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/pdf/epc-rev-team-confidentiality-form.pdf
    September 01, 2018 - Disclosure Policy and Form EPC Review Team Agreement The EPC Program follows three principles - to be relevant and timely, to be objective and scientifically rigorous, and to be transparent and engage the public1. Consistent with the principle of transparency and dedication to public engagement, the EPC prog…
  17. effectivehealthcare.ahrq.gov/sites/default/files/pdf/methods-report-translation-c-diff-treatment-clinical-pathway.pdf
    November 01, 2019 - report may promote dissemination of work from AHRQ reports to a wide audience and support AHRQ’s Learning … Pathways Can Promote Widespread Dissemination of Evidence Into Clinical Practice and Support AHRQ’s LearningLearning Health System: U.S. Department of Health & Human Services; 2017. … Available from: https://www.ahrq.gov/learning- health-systems/about.html 40. … /learning-health-systems/about.html A-1 Appendix A. eGLIA Report (Limited to Fields With Comments
  18. effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/standardized-library-depression-white-paper.pdf
    May 01, 2020 - Research White Paper: Standardized Library of Depression Outcome Measures Research White Paper Standardized Library of Depression Outcome Measures Research White Paper Standardized Library of Depression Outcome Measures Prepared for: Agency for Healthcare Research and Qual…
  19. effectivehealthcare.ahrq.gov/sites/default/files/pdf/standardized-library-depression-white-paper.pdf
    May 01, 2020 - Research White Paper: Standardized Library of Depression Outcome Measures Research White Paper Standardized Library of Depression Outcome Measures Research White Paper Standardized Library of Depression Outcome Measures Prepared for: Agency for Healthcare Research and Qual…
  20. effectivehealthcare.ahrq.gov/sites/default/files/pdf/methods-research-report-unhealthy-alcohol-use-final.pdf
    September 01, 2018 - The AHRQ EPC program aims to optimize the utility and uptake of existing EPC reports by learning health

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