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1. Machine Learning Methods in Systematic Reviews: Identifying Quality Improvement Intervention Evaluations | Effective Health Care (EHC) Program
   effectivehealthcare-admin.ahrq.gov/products/machine-learning-quality/research
   January 01, 2019 - Home Evidence Reports Machine Learning Methods in Systematic Reviews: Identifying … SHARE: Machine Learning Methods in Systematic Reviews: Identifying … Project Timeline Machine Learning Methods in Systematic Reviews: Identifying Quality Improvement Intervention … Research Report: Machine Learning Methods in Systematic Reviews: Identifying

2. Identifying Priorities for Patient-Centered Outcomes Research for Serious Mental Illness | Effective Health Care (EHC) Program
   effectivehealthcare-admin.ahrq.gov/products/mental-illness-priorities/research
   November 01, 2017 - Español EHC FAQs Home Evidence Reports Identifying … Illness SHARE: Identifying … Project Timeline Identifying Priorities for Patient-Centered Outcomes Research for Serious Mental Illness … created November 2017 Internet Citation: Research Report: Identifying

3. Identifying, Selecting and Refining Topics for Comparative Effectiveness Systematic Reviews | Effective Health Care (EHC) Program
   effectivehealthcare-admin.ahrq.gov/products/methods-guidance-topics
   March 01, 2021 - Evidence Reports SHARE: Identifying … March 2021 Page originally created December 2020 Internet Citation: Identifying

4. Evaluating the Potential Use of Modeling and Value-of-Information Analysis for Future Research Prioritization Within the Evidence-based Practice Center Program | Effective Health Care (EHC) Program
   effectivehealthcare-admin.ahrq.gov/products/value-of-information-modeling/research
   December 01, 2019 - Inclusion/exclusion screening criteria were aimed at identifying articles that focused on research prioritization … during the literature search reported using a previously published systematic review as the basis for identifying … Outside of the UK NICE/HTA program, systematic reviews were rarely cited as important sources for identifying … These include identifying ways to compare the impact of different prioritization methods on the likelihood … that priority questions will be answered through research, identifying the appropriate resources (including

5. Diagnosis and treatment of low back pain:Key questions:In patients with low back pain, what are the benefits and harms of identifying risk factors for chronicity and targeting treatment based on assessed… | Effective Health Care (EHC) Program
   effectivehealthcare-admin.ahrq.gov/get-involved/nominated-topics/diagnosis-and-treatment-of-low-back-painbr-key-questionsbr-olliin-patients-with-low-back-pain-what-are-the-benefits-and-harms-of-identifying-risk-factors-for-chronicity-and-targeting-treatment-based-on-assessed-riskliliin-pa
   November 01, 2017 - br />Key questions:
   

   1. In patients with low back pain, what are the benefits and harms of identifying … br />Key questions:
      
      1. In patients with low back pain, what are the benefits and harms of identifying … of low back pain: Key questions: In patients with low back pain, what are the benefits and harms of identifying … br />Key questions:
         
         1. In patients with low back pain, what are the benefits and harms of identifying … diagnosis-and-treatment-of-low-back-painbr-key-questionsbr-olliin-patients-with-low-back-pain-what-are-the-benefits-and-harms-of-identifying-risk-factors-for-chronicity-and-targeting-treatment-based-on-assessed-riskliliin-pa

6. Identifying and Managing Nonfinancial Conflicts of Interest for Systematic Reviews | Effective Health Care (EHC) Program
   effectivehealthcare-admin.ahrq.gov/products/conflict-management/research
   November 01, 2017 - Español EHC FAQs Home Evidence Reports Identifying … Reviews SHARE: Identifying … Project Timeline Identifying and Managing Nonfinancial Conflicts of Interest for Systematic Reviews … created November 2017 Internet Citation: Research Report: Identifying

7. Identifying Signals for Updating Systematic Reviews: A Comparison of Two Methods | Effective Health Care (EHC) Program
   effectivehealthcare-admin.ahrq.gov/products/signals/research
   November 01, 2017 - Español EHC FAQs Home Evidence Reports Identifying … Methods SHARE: Identifying … Project Timeline Identifying Signals for Updating Systematic Reviews: A Comparison of Two Methods … created November 2017 Internet Citation: Research Report: Identifying

8. Selective Outcome Reporting as a Source of Bias in Reviews of Comparative Effectiveness | Effective Health Care (EHC) Program
   effectivehealthcare-admin.ahrq.gov/products/selective-outcome-reporting-bias/research
   November 01, 2017 - Finally, trial registries were of little use in identifying SOR unless trial results were listed in the … registry and of no use in identifying SAR. … Conclusions We identified numerous challenges in identifying and characterizing SOR and SAR in this … The design of our study (focusing on RCTs with results in the CER) precluded identifying certain types … Further research is needed to develop efficient, tailored approaches to identifying and characterizing

9. Identifying Priorities for Patient-Centered Outcomes Research for Serious Mental Illness (pdf file)
   effectivehealthcare-admin.ahrq.gov/sites/default/files/pdf/mental-illness-priorities_research.pdf
   September 01, 2011 - Identifying Priorities for Patient-Centered Outcomes Research for Serious Mental Illness Research … White Paper Identifying Priorities for Patient-Centered Outcomes Research for Serious … Mental Illness Research White Paper Identifying Priorities for Patient-Centered … Identifying Priorities for Patient-Centered Outcomes Research for Serious Mental Illness. … This process includes identifying priority outcomes for consumers, defining more appropriate outcomes

10. Machine Learning Methods in Systematic Reviews: Identifying Quality Improvement Intervention Evaluations (pdf file)
    effectivehealthcare-admin.ahrq.gov/sites/default/files/pdf/machine-learning-quality_research.pdf
    September 01, 2012 - Machine Learning Methods in Systematic Reviews: Identifying Quality Improvement Intervention Evaluations … Research White Paper Machine Learning Methods in Systematic Reviews: Identifying … Text categorization models for identifying unproven cancer treatments on the web. … Identifying quality improvement intervention evaluations –is consensus achievable? … Identifying quality improvement intervention publications. Implement Sci. 2011;6:85.

11. Identifying, Selecting and Refining Topics for Comparative Effectiveness Systematic Reviews | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/products/methods-guidance-topics/methods
    December 01, 2019 - Reviews SHARE: Identifying … AHRQ Series Paper 3: Identifying, selecting, and refining topics for comparative effectiveness systematic … Identifying, selecting, and refining topics. In: Agency for Healthcare Research and Quality. … Identifying, selecting, and refining topics. J Clin Epidemiol 2009. To be published. … Obtaining input from stakeholders on patients' preferences is essential to identifying pertinent clinical

12. Testing a Machine Learning Tool for Facilitating Living Systematic Reviews of Chronic Pain Treatments | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/products/machine-learning-tool/methods-report
    August 01, 2021 - A machine learning classifier had high recall for identifying studies using text word searches for three … A challenge to conducting living systematic reviews is identifying new articles in a timely manner. … electronic databases and automation using machine learning classifiers may increase the efficiency of identifying … A machine learning classifier had high recall for identifying studies identified using text word searches

13. Searching for Studies (ppt file)
    effectivehealthcare-admin.ahrq.gov/sites/default/files/medical-test-reviews-search-strategies.ppt
    June 01, 2012 - Identifying relevant diagnostic studies in MEDLINE. … Identifying diagnostic studies in MEDLINE: reducing the number needed to read. … Identifying relevant diagnostic studies in MEDLINE. … Identifying relevant diagnostic studies in MEDLINE. … Identifying relevant diagnostic studies in MEDLINE.

14. Frameworks for Determining Research Gaps During Systematic Reviews (pdf file)
    effectivehealthcare-admin.ahrq.gov/sites/default/files/pdf/methods-future-research-steps-framework_research.pdf
    June 01, 2011 - Based on the responses, we developed a framework for identifying research gaps. … How useful are Cochrane reviews in identifying research needs? … Formal process for identifying primary research gaps/needs. … Formal process for identifying primary research gaps/needs. … Formal process for identifying primary research gaps/needs.

15. Meeting Summary (pdf file)
    effectivehealthcare-admin.ahrq.gov/sites/default/files/pdf/stakeholders-engagement-others_slides-2011.pdf
    January 01, 2011 - Identifying patient/consumer representatives for involvement in research activities requires dedicated … They are valuable sources for recommending and identifying trained patient/consumer representatives … Panelists recognized the challenges in identifying patient/consumer representatives from ethnically … In addition, the mentor can help the advocate with networking and identifying new opportunities for … Identifying roadblocks to their participation (e.g., financial or time constraints) is important.

16. Frameworks for Determining Research Gaps During Systematic Reviews | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/products/methods-future-research-steps-framework/research
    December 01, 2019 - Based on the responses, we developed a framework for identifying research gaps. … Systematic reviews can also be invaluable for identifying research gaps, thus helping develop research … Our framework provides for systematically identifying and characterizing research gaps from systematic

17. Diagnosis and Management of Febrile Infants (0–3 Months) | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/products/febrile-infants-diagnosis-management/research
    December 01, 2019 - value: 93.7 percent to 100.0 percent; and positive predictive value: 3.3 percent to 48.6 percent) for identifying … For correctly identifying infants with and without SBI (or bacteremia), the Boston, Philadelphia, and … Future studies should focus on identifying the risks associated with testing and management strategies

18. Disposition of Comments_Comparative Effectiveness Review No. 246: Management of High-Need, High-Cost Patients: A "Best Fit" Framework Synthesis, Realist Review, and Systematic Review (pdf file)
    effectivehealthcare-admin.ahrq.gov/sites/default/files/related_files/hnhc-disposition-comments.pdf
    October 29, 2021 - all high-need, high-cost (HNHC) patients because of limitations in the available literature on identifying … research Published Online: October 29, 2021 3 o Discussion: We clarified our conclusion that identifying … , we added a discussion of a reviewer’s point that study regression results could be limited in identifying … story across the review, including what was learned from the realist review that is relevant for identifying … o We added a recommended study as context for describing possible racial bias in algorithms identifying

19. Methods Research Report - Identifying and Managing Nonfinancial Conflicts of Interest for Systematic Reviews (pdf file)
    effectivehealthcare-admin.ahrq.gov/sites/default/files/pdf/conflict-management_research.pdf
    May 01, 2013 - Methods Research Report - Identifying and Managing Nonfinancial Conflicts of Interest for Systematic … Reviews Methods Research Report Identifying and Managing Nonfinancial … Conflicts of Interest for Systematic Reviews Methods Research Report Identifying and Managing … Identifying and Managing Nonfinancial Conflicts of Interest for Systematic Reviews. … The Lundberg Institute Los Gatos, CA vi Identifying and Managing Nonfinancial Conflicts

20. Methods Guide for Medical Test Reviews Chapter 4 (pdf file)
    effectivehealthcare-admin.ahrq.gov/sites/default/files/pdf/methods-guidance-tests-search_methods.pdf
    July 01, 2012 - Tracking citations, reading references of relevant articles, and identifying articles that cite key … Identifying relevant diagnostic studies in MEDLINE. … Identifying diagnostic studies in MEDLINE: reducing the number needed to read. … Identifying diagnostic accuracy studies in EMBASE. … Effectiveness of different databases in identifying studies for systematic reviews: experience from