Results

Total Results: 739 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. Machine-Learning-Tools-Appendix-C (xls file)
   effectivehealthcare.ahrq.gov/sites/default/files/related_files/machine-learning-tools-appendix-c.xlsx
   January 01, 2024 - Machine learning reduced workload with minimal risk of missing studies: development and evaluation of … Machine learning for identifying Randomized Controlled Trials: An evaluation and practitioner's guide … Machine learning for identifying Randomized Controlled Trials: An evaluation and practitioner's guide … Machine learning for identifying Randomized Controlled Trials: An evaluation and practitioner's guide … 2023 ASReview Web-based NR Naïve Bayes Title/abstract screening abstract screening Active learning

3. Machine-Learning-Tools-Appendix-D (xls file)
   effectivehealthcare.ahrq.gov/sites/default/files/related_files/machine-learning-tools-appendix-d.xlsx
   January 01, 2024 - Evaluation of a prototype machine learning tool to semi‑automate data extraction for systematic literature … With refinement, machine learning may assist with manual data extraction for SLRs. … Evaluation of a prototype machine learning tool to semi‑automate data extraction for systematic literature … With refinement, machine learning may assist with manual data extraction for SLRs. 34399684 Gates, A … Accuracy and Efficiency of Machine Learning–Assisted Risk-of-Bias Assessments in “Real-World” Systematic

4. 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

5. 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

6. Learning Health Systems Panel | Effective Health Care (EHC) Program
   effectivehealthcare.ahrq.gov/products/learning-health-systems-panel/overview

7. Machine Learning Tools To (Semi-)Automate Evidence Synthesis: A Rapid Review and Evidence Map | Effective Health Care (EHC) Program
   effectivehealthcare.ahrq.gov/products/machine-learning-tools/white-paper

8. Machine Learning Methods in Systematic Reviews: Identifying Quality Improvement Intervention Evaluations | Effective Health Care (EHC) Program
   effectivehealthcare.ahrq.gov/products/machine-learning-quality/research

9. 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.

10. White Paper_Machine Learning Tools To (Semi-)Automate Evidence Synthesis: A Rapid Review and Evidence Map (pdf file)
    effectivehealthcare.ahrq.gov/sites/default/files/related_files/machine-learning-tools-white-paper.pdf
    December 01, 2024 - These models were implemented in two ways: (1) zero-shot learning, where a pretrained deep learning … " or hyperparameter$ or "knowledge engineering" or "learning algorithm" or "learning scenario$" or KNN … or "machine intelligence" or "machine learning" or "Multi-Task Learning" or "natural language processing … learning" or "unsupervised learning" or "unsupervised model$" or "weak AI" or "large language model … learning':ti,ab,kw OR 'multi-task learning':ti,ab,kw OR 'natural language processing':ti,ab,kw OR nlp

11. Testing a Machine Learning Tool for Facilitating Living Systematic Reviews of Chronic Pain Treatments | Effective Health Care (EHC) Program
    effectivehealthcare.ahrq.gov/products/machine-learning-tool/methods-report

12. Machine Learning Tools To (Semi-)Automate Evidence Synthesis: A Rapid Review and Evidence Map, Version 2 (pdf file)
    effectivehealthcare.ahrq.gov/sites/default/files/related_files/white-paper-machine-learning-tools-v2.pdf
    July 01, 2025 - These models are implemented in two ways: (1) zero-shot learning, where a pretrained deep learning model … " or hyperparameter$ or "knowledge engineering" or "learning algorithm" or "learning scenario$" or KNN … learning" or "unsupervised learning" or "unsupervised model$" or "weak AI" or "large language model … learning':ti,ab,kw OR 'multi-task learning':ti,ab,kw OR 'natural language processing':ti,ab,kw OR nlp … /products/machine-learning-tools/white-paper White Paper_Machine Learning Tools_prepub final.pdf 1

13. 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.

14. Accomplishments of the Learning Health System Panel To Inform and Encourage Use of Evidence Reports (pdf file)
    effectivehealthcare.ahrq.gov/sites/default/files/related_files/accomplishments-lhs-panel.pdf
    November 01, 2021 - Accomplishments of the Learning Health System Panel To Inform and Encourage Use of Evidence Reports … Accomplishments of the Learning Health System Panel To Inform and Encourage Use of Evidence Reports … Panelists and other stakeholders from 11 learning health systems (LHSs) provided input to the Agency

15. 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].

16. 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/methods-report

17. Executive Summary: Systematic Review_Implementing Recommended Mental Health and Substance Use Screening and Counseling Interventions in Primary Care Settings for Children and Adolescents (pdf file)
    effectivehealthcare.ahrq.gov/sites/default/files/related_files/screening-counseling-interventions-executive-summary.pdf
    April 01, 2025 - overarching implementation approaches: incorporating behavioral health into primary care, engaging in learning … Behavioral health incorporation was considered the most intensive, followed by learning collaboratives … Specifically, engaging in learning collaboratives increased screening rates for depression and eating … Equity: No evidence Address positive screen: k=119 • A learning collaborative may have little to … • A learning collaborative may increase screening in high-risk patients, but the evidence is very

18. Slide 1 (pdf file)
    effectivehealthcare.ahrq.gov/sites/default/files/ahrq_community_forum_webinar_bonoff.pdf
    January 01, 2000 - for Patients and Consumers Engaged in Research Training & Support • Training and continued learning … case discussions Principles for Training Programs • Employ established principles of adult learning … Leadership Education Advocacy Development • Science training for consumer advocates: learning concepts … , and consumers • Select participants: renowned faculty and committed students • Adult learning … principles: – Repetition, small study groups, safe learning environment for weakest to learn most

19. Training and Support for Patients and Consumers Engaged in Research (pdf file)
    effectivehealthcare.ahrq.gov/sites/default/files/bonoff-text.pdf
    January 01, 2000 - Patients and Consumers Engaged in Research Slide 2 Training & Support § Training and continued learning … case discussions Slide 4 Principles for Training Programs § Employ established principles of adult learning … training courses § Ensure that training is evaluated and continuously updated § Advise on applied learning … Leadership Education Advocacy Development § Science training for consumer advocates: learning concepts … , academics, and consumers § Select participants: renowned faculty and committed students § Adult learning

20. Patient-Monitoring-Systems-Appendix-C (xls file)
    effectivehealthcare.ahrq.gov/sites/default/files/related_files/patient-monitoring-systems-appendix-c.xlsx
    January 01, 2024 - modality Primary studies outcome: Change in parameters monitored, implementation of scoring, machine learning … for included studies investigating change in parameters monitored, implementation of scoring, machine learning … The implementation of a real time early warning system using machine learning in an Australian hospital … Real-Time Machine Learning Alerts to Prevent Escalation of Care: A Nonrandomized Clustered Pragmatic … Not reported Not reported Change in parameters monitored, implementation of scoring, machine learning