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  1. effectivehealthcare.ahrq.gov/sites/default/files/related_files/organization-cancer-care-disposition-comments.pdf
    June 20, 2023 - Integrated Framework, I was left wondering the extent to which the authors feel that they have covered Learning … Likely something to consider moving forward, but I could imagine expansion of the Organizational Learning … The Organizational Learning subdomain makes me think further about the LHS competencies and efforts … connecting the organizational characteristic frameworks with the domains and constructs for Learning
  2. effectivehealthcare.ahrq.gov/sites/default/files/related_files/patient-centered-medical-home_executive.pdf
    July 01, 2012 - examined (KQ 2), as well as the financial models and strategies for system change or organizational learning … Organizational learning strategies and any theoretical basis provided for these strategies. … Organizational learning strategies: Learning collaboratives and collaborative program planning were the … most commonly used organizational learning strategies, described in 19 studies.
  3. effectivehealthcare.ahrq.gov/sites/default/files/pdf/telehealth-COVID-19-protocol_0.pdf
    July 08, 2021 - This topic was nominated by a member of the AHRQ Learning Health Systems (LHS) panel. … ED = emergency department; IDS = integrated delivery system; IP = inpatient; KQ=Key Question; LHS = learning … Medicare Learning Network. Telehealth Services. 2020. 10. Shachar C, Engel J, Elwyn G. … record IDS Integrated delivery system IP Inpatient JBI Joanna Briggs Institute KQ Key Question LHS Learning
  4. effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/pdf/epc-year-in-review-2020.pdf
    January 01, 2020 - 2020 Healthcare Research Presentations 2/14-15/2020: Systematic Review to Evidence-based Organization Learning … Testing a Machine Learning Tool for Facilitating Living Systematic Reviews of Chronic Pain Treatments … products/useful-quality-improvement/methods-report https://effectivehealthcare.ahrq.gov/products/machine-learning-tool
  5. effectivehealthcare.ahrq.gov/products/linking-evidence/methods-report
    October 18, 2018 - Linking Evidence Reviews to Organizational Guideline Planning: A Pilot Test of an Interactive, Web-Based Presentation and Discussion of Evidence Research Report October 18, 2018 Web Version [NLM Site] Download Main Document PDF 4.6 MB Related Files Download Tool [PDF · 4.2 MB] These items are availabl…
  6. effectivehealthcare.ahrq.gov/sites/default/files/product/pdf/opioid-chronic-pain-surveillance-report-2.pdf
    April 01, 2022 - In addition, to increase efficiency of abstract review, we utilized a machine learning classifier in … The machine learning classifier was previously shown to have 100 percent recall for identifying eligible … studies in update searches for this review.2 The machine learning classifier screened all citations … ; the second investigator performed dual review on all studies that the machine learning classifier … Literature Search Strategies Optimized Search for Machine Learning Appendix B.
  7. effectivehealthcare.ahrq.gov/products/data-repository-reviews/overview-2012
    July 05, 2012 - Systematic Review Data Repository Overview July 5, 2012 https://srdr.ahrq.gov [Website] Download Main Document PDF 31 KB Reports SRDR Overview (PDF, 31 KB) SRDR Governance Board Charter (PDF, 559 KB) Pilot To Promote Entry of Structured Data Into the Systematic Review Data Repository (SRDR) (PD…
  8. effectivehealthcare.ahrq.gov/sites/default/files/pdf/methods-report-anxiety-children_0.pdf
    October 01, 2018 - EPC-Pilot-Project-A-Dual-Approach-To-Facilitate-Health-Systems-Uptake-Of-Evidence-Synthesis-Reports-Anxiety-In-Children Methods Research Report EPC Pilot Project: A Dual Approach To Facilitate Health Systems Uptake of Evidence Synthesis Reports. Anxiety in Children Methods Research Report EPC Pilot Project:…
  9. PATIENTSLIKEME (pdf file)

    effectivehealthcare.ahrq.gov/sites/default/files/clifford.pdf
    January 06, 2017 - 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.
  10. effectivehealthcare.ahrq.gov/sites/default/files/product/pdf/postpartum-care-protocol.pdf
    April 01, 2022 - The Abstrackr software has machine learning capabilities that predict the likelihood of relevance of … We will train the machine learning algorithm as follows: (1) We will include references of known existing … in conference or by a third screener. (6) As screening progresses, the pretrained Abstrackr machine learning … Health Care Payment Learning & Action Network (HCP LAN). Clinical episode payment models.
  11. effectivehealthcare.ahrq.gov/sites/default/files/product/pdf/postpartum-care-one-year-protocol-amendment.pdf
    April 25, 2022 - The Abstrackr software has machine learning capabilities that predict the likelihood of relevance of … We will train the machine learning algorithm as follows: (1) We will include references of known existing … in conference or by a third screener. (6) As screening progresses, the pretrained Abstrackr machine learning … Health Care Payment Learning & Action Network (HCP LAN). Clinical episode payment models.
  12. effectivehealthcare.ahrq.gov/system/files/docs/topic-brief-hospital-length-of-stay.pdf
    November 01, 2019 - Nomination Summary • The nominators from the Learning Health System panel prioritized this topic highly … This is a prevalent issue and is of high interest to health systems, particularly the AHRQ-funded Learning … , Ursprung S, McCulloch P Effects of clinical diagnostic decision support systems based on machine learning … in-process review will be looking at diagnostic clinical decision support systems based on machine learningLearning Health System If you are you making a suggestion on behalf of an organization, please state
  13. effectivehealthcare.ahrq.gov/sites/default/files/pdf/asthma-education-protocol.pdf
    January 01, 2018 - How is individual learning/progress evaluated? … • Is there a process to sustain/support retention of learning over time?
  14. effectivehealthcare.ahrq.gov/sites/default/files/related_files/trauma-informed-care-draft-report.pdf
    January 01, 2024 - PICO Portal uses machine learning to sort and present first those citations most likely to be eligible … After the machine learning algorithm had been sufficiently trained, using an a priori criterion of 95 … Conducting embedded Learning Health Systems research, addressing the components of TIC across these … Social and Emotional Foundations for Early Learning: A Conceptual Model for Intervention. … Implementing a trauma- informed system of care: An analysis of learning collaborative outcomes.
  15. effectivehealthcare.ahrq.gov/products/get-involved/research
    June 01, 2013 - The AHRQ Evidence-Based Care (EBC) Challenge Research Report June 1, 2013 The EBC Challenge asked nurse practitioners (NPs), physician assistants (PAs), researchers, and other health professionals to find creative ways to translate existing AHRQ research reports into provider-friendly resources for use …
  16. effectivehealthcare.ahrq.gov/sites/default/files/pdf/linking-evidence-reviews-methods_0.pdf
    October 01, 2018 - Methods Research Report: Linking Evidence Reviews to Organizational Guideline Planning: A Pilot Test of an Interactive Web-Based Presentation and Discussion of Evidence Methods Research Report Linking Evidence Reviews to Organizational Guideline Planning: A Pilot Test of an Interactive, We…
  17. effectivehealthcare.ahrq.gov/sites/default/files/pdf/ehc-presentation-selection-harms-systematic-reviews.pdf
    February 01, 2018 - Learning Objectives At the conclusion of this educational lecture the successful learner will be able … • Describe how to transparently report methods used to select harms Presenter Presentation Notes Learning … Prioritization and Selection of Harms for Inclusion in Systematic Reviews Systematic Review Process Overview Learning
  18. effectivehealthcare.ahrq.gov/get-involved/nominated-topics/what-is-the-effectiveness-of-physical-therapy-for-the-treatment-of-acute-ambulatory-and-shoulder-hand-and-finger-injuries-following-an-accident-andor-surgery-question-1-how-do-various-physical-therapy-treatment-modalities-com
    October 20, 2009 - As such we are interested in learning about the available evidence so that we can ensure that we are
  19. effectivehealthcare.ahrq.gov/sites/default/files/related_files/opioid-chronic-pain-surveillance-report-3.pdf
    June 01, 2022 - In addition, a second investigator utilized a machine learning classifier to assist in the screening … The machine learning classifier screened all citations; the second investigator reviewed all studies … that the machine learning classifier did not classify as very low probability of inclusion. … The machine learning classifier was previously shown to have 100 percent recall for identifying eligible … A-1 Optimized Search for Machine Learning .........................................................
  20. effectivehealthcare.ahrq.gov/sites/default/files/estimation-and-reporting_chapter-3.pptx
    January 01, 2013 - subgroups (subgroup analysis) To predict whether an individual might benefit from a treatment (predictive learning … To predict whether an individual might benefit from a treatment (predictive learning) Predicting beneficial

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