Results

Total Results: 922 records

Showing results for "learning".
Users also searched for: pap smear

1. Learning Disorders | Effective Health Care (EHC) Program
   effectivehealthcare.ahrq.gov/health-topics/learning-disorders/

2. Performance and Usability of Machine Learning for Screening in Systematic Reviews: A Comparative Evaluation of Three Tools | Effective Health Care (EHC) Program
   effectivehealthcare.ahrq.gov/products/machine-learning-screening/abstract
   April 30, 2019 - Apr. 29, 2019 Topic Initiated Nov. 15, 2019 Systematic Review Performance and Usability of Machine Learning … to create efficiencies in systematic review (SR) processes (systematicreviewtools.com), with machine learning … records To test how machine learning tools perform as a second reviewer for the screening task of … a SR To examine differences in screening outcomes and user experiences across machine learning tools … An initial evaluation showed that Abstrackr, a machine learning tool for study selection, can provide

3. AHRQ EPC Program Launches Learning Health Systems Panel to Help Make Evidence Reports More Useful to Health Systems in Improving Patient Care | Effective Health Care (EHC) Program
   effectivehealthcare.ahrq.gov/news/learning-health-systems-panel
   Home » News » AHRQ EPC Program Launches Learning Health Systems Panel to Help Make Evidence Reports … More Useful to Health Systems in Improving Patient Care AHRQ EPC Program Launches Learning … panel to guide the EPC program in developing and disseminating evidence reports that can be used by learning … The learning health systems panel will generate ideas, provide feedback, make improvements, and implement … More information about this work, and the EPC Programs work with learning health systems, will be available

4. Performance and Usability of Machine Learning for Screening in Systematic Reviews: A Comparative Evaluation of Three Tools | Effective Health Care (EHC) Program
   effectivehealthcare.ahrq.gov/products/machine-learning-screening/methods-report
   November 15, 2019 - Apr. 29, 2019 Topic Initiated Nov. 15, 2019 Systematic Review Performance and Usability of Machine Learning … Purpose of Project For title and abstract screening, we explored the reliability of three machine learning … Standards for conducting and reporting evaluations of machine learning tools for screening will facilitate … Machine learning tools can expedite systematic review (SR) completion by reducing manual screening workloads … Performance and usability of machine learning for screening in systematic reviews: a comparative evaluation

5. A Pilot Study Using Machine Learning and Domain Knowledge To Facilitate Comparative Effectiveness Review Updating | Effective Health Care Program
   effectivehealthcare.ahrq.gov/products/machine-learning
   September 07, 2012 - A Pilot Study Using Machine Learning and Domain Knowledge To Facilitate Comparative Effectiveness Review … September 07, 2012 Research Report A Pilot Study Using Machine Learning

6. Performance and Usability of Machine Learning for Screening in Systematic Reviews: A Comparative Evaluation of Three Tools | Effective Health Care (EHC) Program
   effectivehealthcare.ahrq.gov/products/machine-learning-screening
   April 30, 2019 - Performance and Usability of Machine Learning for Screening in Systematic Reviews: A Comparative Evaluation … April 30, 2019 Abstract Performance and Usability of Machine Learning … November 15, 2019 Research Report Performance and Usability of Machine Learning

7. Testing a Machine Learning Tool for Facilitating Living Systematic Reviews of Chronic Pain Treatments | Effective Health Care Program
   effectivehealthcare.ahrq.gov/products/machine-learning-tool
   November 03, 2020 - Testing a Machine Learning Tool for Facilitating Living Systematic Reviews of Chronic Pain Treatments … Initiated November 03, 2020 Research Report Testing a Machine Learning

8. A Pilot Study Using Machine Learning and Domain Knowledge To Facilitate Comparative Effectiveness Review Updating | Effective Health Care (EHC) Program
   effectivehealthcare.ahrq.gov/products/machine-learning/research
   September 07, 2012 - A Pilot Study Using Machine Learning and Domain Knowledge To Facilitate Comparative Effectiveness Review … A pilot study using machine learning and domain knowledge to facilitate comparative effectiveness review

9. Machine Learning Methods in Systematic Reviews: Identifying Quality Improvement Intervention Evaluations | Effective Health Care Program
   effectivehealthcare.ahrq.gov/products/machine-learning-quality
   September 21, 2012 - Machine Learning Methods in Systematic Reviews: Identifying Quality Improvement Intervention Evaluations … Topic Initiated September 21, 2012 Research Report Machine Learning

10. Learning Health Systems Panel | Effective Health Care (EHC) Program
    effectivehealthcare.ahrq.gov/products/learning-health-systems-panel
    January 08, 2019 - Learning Health Systems Panel Timeline January 07, 2019 Topic Initiated … January 08, 2019 Series Overview Learning Health Systems Panel

11. AHRQ Researchers Show How Learning Health Systems Can Help Organizations Improve Practice | Effective Health Care (EHC) Program
    effectivehealthcare.ahrq.gov/news/health-systems-journal-article
    July 03, 2020 - Home » News » AHRQ Researchers Show How Learning Health Systems Can Help Organizations Improve … Practice AHRQ Researchers Show How Learning Health Systems Can Help Organizations … of Hospital Medicine article by AHRQ researchers explored how healthcare organizations can use the learning … The learning health system cycle is a valuable framework to improve practice and develop systems that … enhance continuous learning, according to the AHRQ authors.

12. Machine Learning Methods in Systematic Reviews: Identifying Quality Improvement Intervention Evaluations | Effective Health Care (EHC) Program
    effectivehealthcare.ahrq.gov/products/machine-learning-quality/research
    September 21, 2012 - Machine Learning Methods in Systematic Reviews: Identifying Quality Improvement Intervention Evaluations … A machine learning approach may allow literature reviewers to screen only a fraction of a search output … Across two reference samples, the predictive performance of the machine learning approach demonstrated … Conclusions Machine learning approaches may assist in the title and abstract inclusion screening process

13. Quantitative Synthesis: Learning Objectives and Recommendations (pdf file)
    effectivehealthcare.ahrq.gov/sites/default/files/pdf/ehc-presentation-quantitative-synthesis-learning-objectives-recommendations.pdf
    July 01, 2019 - Quantitative Synthesis: Learning Objectives and Recommendations Quantitative Synthesis Learning Objectives … More details on individual chapters can be found here: [Link] Systematic review process overview Learning … 10.1371/journal.pone.0092508 http://dx.doi.org/10.1371/journal.pmed.1000097 Quantitative Synthesis��Learning … Objectives and Recommendations Background Background Systematic review process overview Learning

14. Facilitating the Implementation of EPC Reports in Learning Health Systems Engaged in Quality Initiatives: an EPC Pilot Project on ADHD | Effective Health Care (EHC) Program
    effectivehealthcare.ahrq.gov/products/learning-health-systems-pilot-adhd
    October 29, 2019 - Facilitating the Implementation of EPC Reports in Learning Health Systems Engaged in Quality Initiatives … 29, 2019 Research Report Facilitating the Implementation of EPC Reports in Learning

15. AHRQ Blog Highlights EPC Program Innovations to Foster Evidence-based Care in Learning Health Systems | Effective Health Care (EHC) Program
    effectivehealthcare.ahrq.gov/news/ahrq-blog-highlights-learning-health-systems
    August 29, 2019 - Home » News » AHRQ Blog Highlights EPC Program Innovations to Foster Evidence-based Care in Learning … Systems AHRQ Blog Highlights EPC Program Innovations to Foster Evidence-based Care in Learning

16. Machine Learning Methods in Systematic Reviews: Identifying Quality Improvement Intervention Evaluations (pdf file)
    effectivehealthcare.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 … Analytic Framework Machine Learning in Systematic Reviews Appendix B. … Machine Learning Approach The overall machine learning approach applied to this project approach uses … The Nature of statistical learning theory. New York: Springer-Verlag; 1995. … Active learning for biomedical citation screening. KDD ‗2010.

17. Learning Modules: Engaging Stakeholders in the Effective Health Care Program (Slide Presentation) | Effective Health Care (EHC) Program
    effectivehealthcare.ahrq.gov/products/stakeholders-engagement-others/slides-2011-1
    October 31, 2011 - Learning Modules: Engaging Stakeholders in the Effective Health Care Program (Slide Presentation) Presentation … October 31, 2011 These four learning modules provide researchers with information and

18. Methods Research Report: Testing a Machine Learning Tool for Facilitating Living Systematic Reviews of Chronic Pain Treatments (pdf file)
    effectivehealthcare.ahrq.gov/sites/default/files/pdf/methods-report-testing-machine-learning-tool-chronic-pain.pdf
    November 01, 2020 - Methods Research Report: Testing a Machine Learning Tool for Facilitating Living Systematic Reviews of … Chronic Pain Treatments Methods Research Report Testing a Machine Learning … learning classifiers using citations from previous reports. … Stage 3: Test Machine Learning Classifier on Monthly Update Searches The three machine learning models … Machine Learning: ECML-98; 1998 1998//; Berlin, Heidelberg.

19. Methods Research Report: Performance and Usability of Machine Learning for Screening in Systematic Reviews (pdf file)
    effectivehealthcare.ahrq.gov/sites/default/files/pdf/methods-report-machine-learning-screening.pdf
    November 01, 2019 - Methods Research Report: Performance and Usability of Machine Learning for Screening in Systematic Reviews … Methods Research Report Performance and Usability of Machine Learning for Screening in Systematic … Comparative Evaluation of Three Tools Methods Research Report Performance and Usability of Machine Learning … Machine Learning Tools Abstrackr (http://abstrackr.cebm.brown.edu), DistillerSR (the machine learning … Developing Stopping Rules for a Machine Learning System in Citation Screening [dissertation].

20. Creating Efficiencies in the Extraction of Data From Randomized Trials: A Prospective Evaluation of a Machine Learning and Text Mining Tool | Effective Health Care (EHC) Program
    effectivehealthcare.ahrq.gov/products/creating-efficiencies-extraction-data
    August 10, 2021 - Efficiencies in the Extraction of Data From Randomized Trials: A Prospective Evaluation of a Machine Learning … Efficiencies in the Extraction of Data From Randomized Trials: A Prospective Evaluation of a Machine Learning