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221. Translation of a C. difficile Treatment Clinical Pathway Into Machine-Readable Clinical Decision Support Artifacts Prototyped for Electronic Health Record Implementation (pdf file)
     effectivehealthcare-admin.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 Learning … Learning 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

222. Slide 1 (pdf file)
     effectivehealthcare-admin.ahrq.gov/sites/default/files/cf_deliberativemethodswebinar_desigingdeliberativeforum.pdf
     May 18, 2012 - 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…

223. nnovative Methods in Stakeholder Engagement: An Environmental Scan (pdf file)
     effectivehealthcare-admin.ahrq.gov/sites/default/files/pdf/stakeholders-engagement-others_research-2012-1.pdf
     January 01, 2012 - interested in Charrettes can discuss personal experiences in this forum and engage in collaborative learning … It describes itself as a ―one-stop shop‖ for non-Federal stakeholders interested in learning about the … Department of Health To provide leadership on systems of care research and evaluation, create service-learning … that links cancer control practitioners with researchers, to provide opportunities for discussion, learning … Research and Outreach/Engagement Center (UROC) http://uroc.umn.edu/about/index.html To advance learning

224. Decision and Simulation Modeling in Systematic Reviews | Effective Health Care (EHC) Program
     effectivehealthcare-admin.ahrq.gov/products/methods-decision-simulation-modeling/research
     November 01, 2017 - Skip to main content An official website of the Department of Health & Human Services Careers Contact Us Español FAQs Effective Health Care Program Powered by the Evidence-based Practice Centers …

225. Dietary Saturated Fat Replacement and Plasma Lipid and Cardiovascular Events (pdf file)
     effectivehealthcare-admin.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

226. Dietary Intake of Polyunsaturated Fatty Acids and Plasma Lipid and Cardiovascular Events (pdf file)
     effectivehealthcare-admin.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

227. Impact of Healthcare Algorithms on Racial and Ethnic Disparities in Health and Healthcare | Effective Health Care (EHC) Program
     effectivehealthcare-admin.ahrq.gov/products/racial-disparities-health-healthcare/protocol
     March 01, 2023 - predictive analyses is increasingly fueled by artificial intelligence techniques, including machine learning … dissemination, and implementation Table 2: Examples of biases that can be introduced during machine learning … Ensuring fairness in machine learning to advance health equity. … OR algorithm*:ti,ab,kw 5          'artificial intelligence'/exp OR 'computer model'/exp OR 'machine learning … processing'/mj OR ((artificial NEXT/2 intelligence):ti,ab,kw) OR (((computer OR machine OR deep) NEXT/2 (learning

228. Training Modules for the Systematic Reviews Methods Guide | Effective Health Care (EHC) Program
     effectivehealthcare-admin.ahrq.gov/products/cer-methods-guide/presentations
     July 01, 2022 - Presentation of Findings Presentation slides (PPT; 3.0 MB) Quantitative Synthesis Learning

229. Addressing Tensions When Conventional Wisdom, Clinical Policy/Practice, and Evidence-Based Care Collide (Session I) | Effective Health Care (EHC) Program
     effectivehealthcare-admin.ahrq.gov/products/eccs-2012/white-paper-2012-1
     July 01, 2019 - Skip to main content An official website of the Department of Health & Human Services Careers Contact Us Español FAQs Effective Health Care Program Powered by the Evidence-based Practice Centers …

230. Fiber Intake and Laxation Outcomes (pdf file)
     effectivehealthcare-admin.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

231. Disposition of Comments for CER 181 Mental Health Care (pdf file)
     effectivehealthcare-admin.ahrq.gov/sites/default/files/related_files/mental-health-children_disposition-comments.pdf
     December 19, 2016 - turn to critiquing the methods used and considering whether and when such methods are useful for learning … likely qualitative research methods (site visits and focus groups) would have been more effective in learning … I felt I was learning a new language, and this hit me immediately with the Executive Summary which

232. Metzger (pdf file)
     effectivehealthcare-admin.ahrq.gov/sites/default/files/metzger.pdf
     January 01, 2010 - Metzger Slide 1: Engaging  Community Intelligence To Discern and Disseminate Credible Information   Miriam  J. Metzger, Ph.D., and Andrew J. Flanagin, Ph.D. Professors, Department of Communication University  of California  at Santa  Barbara,  Santa …

233. Impact of Healthcare Algorithms on Racial and Ethnic Disparities in Health and Healthcare (pdf file)
     effectivehealthcare-admin.ahrq.gov/sites/default/files/product/pdf/racial-disparities-health-healthcare-protocol.pdf
     January 06, 2022 - predictive analyses is increasingly fueled by artificial intelligence techniques, including machine learning … dissemination, and implementation Table 2: Examples of biases that can be introduced during machine learning … Biases in learning and training data 7. Collapsing race variables 8. … Ensuring fairness in machine learning to advance health equity. … /exp OR algorithm*:ti,ab,kw 5 'artificial intelligence'/exp OR 'computer model'/exp OR 'machine learning

234. Attention Deficit Hyperactivity Disorder: Diagnosis and Treatment in Children and Adolescents | Effective Health Care (EHC) Program
     effectivehealthcare-admin.ahrq.gov/products/attention-deficit-hyperactivity-disorder/protocol
     July 01, 2022 - Learning in the Data Space. Frontiers in physiology. 2017;8:199-. doi: 10.3389/fphys.2017.00199. … organizational skills"[tiab] OR "time management"[tiab] OR "homework intervention"[tiab] OR braintrain[tiab] OR "memory … training"[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 memory … training"[tiab] OR biofeedback[tiab] OR neurofeedback[tiab] OR neuroagility[tiab] OR neuroptimal[tiab

235. Comparing Talk Therapy and Other Depression Treatments With Antidepressant Medicines (pdf file)
     effectivehealthcare-admin.ahrq.gov/sites/default/files/pdf/major-depressive-disorder_consumer.pdf
     September 01, 2016 - Comparing Talk Therapy and Other Depression Treatments With Antidepressant Medicines Comparing Talk Therapy and Other Depression Treatments With Antidepressant Medicines A Review of the Research for Adults e Is This Information Right for Me? This information is right for you if: �Your health care professional…

236. Misuse of Prescription Stimulants in Adults (pdf file)
     effectivehealthcare-admin.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.

237. Making Healthcare Safer IV: Final Report on Prioritization of Patient Safety Practices for a New Rapid Review or Rapid Response | Effective Health Care (EHC) Program
     effectivehealthcare-admin.ahrq.gov/products/prioritization-patient-safety-practices
     January 01, 2024 - information technology, patient and family engagement, physical environment, organizational design, and learning … quality improvement rather than a safety intervention Surgery, Anesthesia, and Perioperative Medicine Learning

238. AHRQ's Evidence-based Practice Center Division Annual Report 2021: Solving the Puzzle for Evidence-Based Decision Making (pdf file)
     effectivehealthcare-admin.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 learning … Learning 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

239. Community-Based Participatory Research: Lessons for Stakeholder Engagement in Patient-Centered Outcomes Research (pdf file)
     effectivehealthcare-admin.ahrq.gov/sites/default/files/lessons-transcript.pdf
     January 06, 2017 - 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

240. The Facilitation Primer: Strategies, Tools & Considerations to Get You Started (pdf file)
     effectivehealthcare-admin.ahrq.gov/sites/default/files/pdf/stakeholders-engagement-others_research-2012.pdf
     January 01, 2012 - summaries can also be used to record processes and outcomes that can be later analyzed for continuous learning … Engaging stakeholders in the Effective Healthcare Program: Learning Module IV: Skills for successful