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effectivehealthcare-admin.ahrq.gov/products/methods-guidance-tests-introduction/methods
December 01, 2019 - As reflected in the increasing number of requests for systematic reviews of medical tests under the Agency … Systematic reviews developed under the EPC Program (sometimes labeled "evidence reports" or "technology … Challenges in systematic reviews of diagnostic technologies. … Integrating heterogeneous pieces of evidence in systematic reviews. … In: Higgins JPT, Green S, editors, Cochrane Handbook of Systematic Reviews of Intervention.
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effectivehealthcare.ahrq.gov/products/machine-learning-screening
April 30, 2019 - Performance and Usability of Machine Learning for Screening in Systematic Reviews: A Comparative Evaluation … 2019
Abstract
Performance and Usability of Machine Learning for Screening in Systematic … Reviews: A Comparative Evaluation of Three Tools
November 15, 2019
Research Report … Performance and Usability of Machine Learning for Screening in Systematic Reviews:
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www.ahrq.gov/research/findings/studies/index.html?page=307
January 01, 2024 - The first three articles address how systematic reviews for complex interventions are conceptualized … AHRQ series on complex intervention systematic reviews-paper 2: defining complexity, formulating scope … AHRQ series on complex intervention systematic reviews-paper 4: selecting analytic approaches. … AHRQ series on complex intervention systematic reviews-paper 5: advanced analytic methods. … AHRQ series on complex intervention systematic reviews-paper 7: PRISMA-CI elaboration and explanation
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effectivehealthcare-admin.ahrq.gov/products/methods-guidance-principles/methods
December 01, 2019 - The science of systematic reviews is evolving and dynamic. … Need for quality improvement in renal systematic reviews. … Principles of and procedures for systematic reviews [book chapter]. … Integrating heterogeneous pieces of evidence in systematic reviews. … Challenges in systematic reviews of economic analyses.
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effectivehealthcare.ahrq.gov/sites/default/files/medical-test-reviews-applicability.ppt
June 01, 2012 - Assessing applicability of medical test studies in systematic reviews. … Assessing applicability of medical test studies in systematic reviews. … Assessing applicability of medical test studies in systematic reviews. … Assessing applicability of medical test studies in systematic reviews. … Assessing applicability of medical test studies in systematic reviews.
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effectivehealthcare-admin.ahrq.gov/sites/default/files/related_files/machine-learning-tools-appendix-c.xlsx
January 01, 2024 - Literature Search Sandbox: a Large Language Model that generates search queries for systematic reviews … Literature Search Sandbox: a Large Language Model that generates search queries for systematic reviews … Towards semantic-driven boolean query formalization for biomedical systematic literature reviews 2023 … Of 363 articles finally included in any of the systematic reviews, 7 were filtered out by our strategy … , and perhaps systematic reviews.
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www.ahrq.gov/sites/default/files/wysiwyg/news/events/conference/2011/qaseem/qaseem.pptx
January 01, 2011 - Slide 1
Systematic Reviews and American College of Physicians Clinical Practice Guidelines
Amir Qaseem … Reviews
Systematic Reviews
ACP sponsored
Collaboration with other societies
AHRQ’s Evidence-based Practice … Reviews
9
Issues with Systematic Reviews
Major variation in quality
COI
Multidisciplinary
Scope … not clearly defined or followed
Key Questions not well-formulated
10
Issues with Systematic Reviews … reviews
GINDER (Guidelines International Network)
PROSPERO (National Institute for Health Research)
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effectivehealthcare.ahrq.gov/sites/default/files/pdf/plasma-cell-dyscrasias-sflc-assay_research-protocol.pdf
May 02, 2011 - o KQ 2: Cross-sectional, case-control, prospective cohort, RCT, and systematic
reviews. … o KQ 3: Cross-sectional, case-control, prospective cohort, RCT, and systematic
reviews. … o KQ 4: Cross-sectional, case-control, prospective cohort, RCT, and systematic
reviews. … o KQ 5: Cross-sectional, case-control, prospective cohort, RCT, and systematic
reviews. … - Cochrane Database of Systematic Reviews <2005 to February 2011>, EBM Reviews -
Cochrane Central Register
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effectivehealthcare-admin.ahrq.gov/sites/default/files/pdf/plasma-cell-dyscrasias-sflc-assay_research-protocol.pdf
May 02, 2011 - o KQ 2: Cross-sectional, case-control, prospective cohort, RCT, and systematic
reviews. … o KQ 3: Cross-sectional, case-control, prospective cohort, RCT, and systematic
reviews. … o KQ 4: Cross-sectional, case-control, prospective cohort, RCT, and systematic
reviews. … o KQ 5: Cross-sectional, case-control, prospective cohort, RCT, and systematic
reviews. … - Cochrane Database of Systematic Reviews <2005 to February 2011>, EBM Reviews -
Cochrane Central Register
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digital.ahrq.gov/ahrq-funded-projects/semi-automated-identification-biomedical-literature
January 01, 2023 - reviews, thereby improving comprehensiveness and reducing manual screening burden. … Artificial Intelligence
Machine Learning
Natural Language Processing System
The use of systematic … reviews. … reviews. … System performance was assessed, using seven ongoing or completed systematic reviews (three prospectively
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effectivehealthcare.ahrq.gov/sites/default/files/pdf/rapid-review-production_white-paper.pdf
February 01, 2015 - Often high reliance on systematic
reviews for information
Often limited use of reviews. … Systematic reviews one among
many sources. … reviews by certain requestors (i.e., reviews that have followed
accepted standards for systematic reviews … of full systematic
reviews or HTA reports. … Expediting
systematic reviews: methods and
implications of rapid reviews.
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effectivehealthcare-admin.ahrq.gov/sites/default/files/pdf/rapid-review-production_white-paper.pdf
February 01, 2015 - Often high reliance on systematic
reviews for information
Often limited use of reviews. … Systematic reviews one among
many sources. … reviews by certain requestors (i.e., reviews that have followed
accepted standards for systematic reviews … of full systematic
reviews or HTA reports. … Expediting
systematic reviews: methods and
implications of rapid reviews.
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effectivehealthcare-admin.ahrq.gov/products/grant-manuscripts/cochrane-database-abstract
June 01, 2024 - Reviews: an Empirical Study of Nearly 30 000 Meta-analyses … The magnitude of small-study effects in the Cochrane Database of Systematic Reviews: an empirical study … Review
Systematic Review
Jul 31, 2024
Genitourinary Syndrome of Menopause: A Systematic … Reviews of Intervention Effectiveness: An Update
Page last reviewed … Reviews: an Empirical Study of Nearly 30 000 Meta-analyses.
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effectivehealthcare.ahrq.gov/products/machine-learning-screening/abstract
April 30, 2019 - Current Page Topic Timeline Apr. 29, 2019 Topic Initiated Nov. 15, 2019 Systematic Review Performance … and Usability of Machine Learning for Screening in Systematic Reviews: A Comparative Evaluation of Three … 2019
Overview
More than 100 software tools exist that aim to create efficiencies in systematic … Technology-assisted title and abstract screening for systematic reviews: a retrospective evaluation of … Technology-assisted title and abstract screening for systematic reviews: a retrospective evaluation of
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effectivehealthcare-admin.ahrq.gov/products/methods-guidance-tests-outcomes/methods
October 01, 2019 - Finally, we give examples of systematic reviews that either included a range of outcomes or that might … Finally, we give examples of systematic reviews that either included a range of outcomes in the review … We encourage investigators doing systematic literature reviews to think through this range of outcomes … Not infrequently, the primary users of systematic reviews are Federal agencies such as the Centers for … The researchers doing comprehensive systematic reviews have a role in helping stakeholders understand
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effectivehealthcare-admin.ahrq.gov/products/pilot-projects/white-paper
January 01, 2025 - reviews. … However, limitations in the literature may lead to inconclusive findings in EPC systematic reviews (SRs … Two supplemental data analyses filled an evidence gap identified in the systematic reviews (raised certainty … Supplementing existing systematic reviews with analyses of EHR data is feasible, but resource intensive … reviews.
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www.ahrq.gov/research/findings/evidence-based-reports/nutritn2tp.html
April 01, 2018 - Volume 2: Issues and Challenges in Conducting Systematic Reviews to Support Development of Nutrient Reference … Structured Abstract
Full Title: Nutritional Research Series: Advancing the Role of Evidence-based Reviews … reviews of the scientific literature, performed a literature search on the questions to identify potentially … The workgroup concluded that the systematic review approach could be productively used to inform the … Reviews to Support Development of Nutrient Reference Values: Workshop Summary
Technical Review
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effectivehealthcare.ahrq.gov/sites/default/files/medical-test-reviews-frameworks.ppt
June 01, 2012 - Developing the topic and structuring systematic reviews of medical tests. … Developing the topic and structuring systematic reviews of medical tests. … Developing the topic and structuring systematic reviews of medical tests. … Developing the topic and structuring systematic reviews of medical tests. … Developing the topic and structuring systematic reviews of medical tests.
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effectivehealthcare-admin.ahrq.gov/products/research-gaps/research
November 01, 2017 - for the identification of research gaps from systematic reviews. … of research gaps from systematic reviews. … reviews. … Methods
We conducted two types of evaluation: (1) We applied the framework to existing systematic reviews … Results
Our application of the framework to 50 systematic reviews identified about 600 unique research
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www.ahrq.gov/news/blog/ahrqviews/topic-suggestions-evidence-reviews.html
September 01, 2018 - from AHRQ leaders
It's That Time of Year: AHRQ Seeks Topic Suggestions for Future Evidence Reviews … years, AHRQ's Evidence-based Practice Centers (EPCs) have been a well-known and well-used source for systematic … The program's inventory of systematic reviews, technical briefs, and technology assessments assess the … Research teams use a rigorous and comprehensive methodology for all reviews. … For systematic reviews, EPCs critically appraise existing research and synthesize knowledge on a particular