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261. About the Effective Health Care Program | Effective Health Care (EHC) Program
     effectivehealthcare-admin.ahrq.gov/about
     February 01, 2021 - 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 …

262. Assessing the Quality of Individual Studies (ppt file)
     effectivehealthcare-admin.ahrq.gov/sites/default/files/assessing-quality.ppt
     January 01, 2010 - Learning Objectives To describe the concept of quality assessment To identify reasons for quality assessment … list the steps in quality assessment To describe and report the methods for quality assessment Learning

263. White Paper: Standardized Library of Lumbar Spondylolisthesis Outcome Measures (pdf file)
     effectivehealthcare-admin.ahrq.gov/sites/default/files/wysiwyg/white-paper-lumbar-spondylolisthesis.pdf
     March 01, 2021 - White Paper: Standardized Library of Lumbar Spondylolisthesis Outcome Measures Research White Paper Standardized Library of Lumbar Spondylolisthesis Outcome Measures Research White Paper Standardized Library of Lumbar Spondylolisthesis Outcome Measures Prepared for: …

264. White Paper: Standardized Library of Lumbar Spondylolisthesis Outcome Measures (pdf file)
     effectivehealthcare-admin.ahrq.gov/sites/default/files/pdf/white-paper-lumbar-spondylolisthesis.pdf
     March 01, 2021 - White Paper: Standardized Library of Lumbar Spondylolisthesis Outcome Measures Research White Paper Standardized Library of Lumbar Spondylolisthesis Outcome Measures Research White Paper Standardized Library of Lumbar Spondylolisthesis Outcome Measures Prepared for: …

265. ADHD Diagnosis and Treatment in Children and Adolescents | Effective Health Care (EHC) Program
     effectivehealthcare-admin.ahrq.gov/products/attention-deficit-hyperactivity-disorder/research
     November 01, 2024 - Citation screening was facilitated by machine learning; two independent reviewers screened full text … using morphometric MRI to 99% (corresponding specificity 100%) utilizing fMRI in a complex machine learning … using resting state fMRI to 100% (corresponding sensitivity 99%) utilizing fMRI in complex machine learning … studies Accuracy ranged from 61% using sMRI to 99.6% utilizing resting state fMRI in complex machine learning … ranged from 34% using the TOVA to 100% for a brief neuropsychological measure supported by machine learning

266. Evidence-based Practice Center Systematic Review Protocol (pdf file)
     effectivehealthcare-admin.ahrq.gov/sites/default/files/related_files/tethered-spinal-cord-protocol.pdf
     July 19, 2023 - reduce reviewer errors and bias, all citations will be reviewed by a human reviewer and a machine learning … comparison with care models currently in use; the possibility of diagnostic tool or treatment intervention learning … Use of Artificial Intelligence and/or Machine Learning All citations retrieved by the literature searches … will be screened by at least one human literature reviewer and a DistillerSR software machine learning

267. Diagnosis and Treatment of Tethered Spinal Cord | Effective Health Care (EHC) Program
     effectivehealthcare-admin.ahrq.gov/products/tethered-spinal-cord/protocol
     August 01, 2023 - To reduce reviewer errors and bias, all citations will be reviewed by a human reviewer and a machine learning … comparison with care models currently in use; the possibility of diagnostic tool or treatment intervention learning … Use of Artificial Intelligence and/or Machine Learning All citations retrieved by the literature searches … will be screened by at least one human literature reviewer and a DistillerSR software machine learning

268. Bacterial Infections | Effective Health Care (EHC) Program
     effectivehealthcare-admin.ahrq.gov/health-topics/bacterial-infections
     November 01, 2022 - 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 …

269. Provide Input | Effective Health Care (EHC) Program
     effectivehealthcare-admin.ahrq.gov/get-involved
     September 01, 2021 - 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 …

270. Evidence-based Practice Centers | Effective Health Care (EHC) Program
     effectivehealthcare-admin.ahrq.gov/about/epc
     February 01, 2025 - 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 …

271. Pulmonary Rehabilitation | Effective Health Care (EHC) Program
     effectivehealthcare-admin.ahrq.gov/health-topics/pulmonary-rehabilitation
     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 …

272. Systematic Review on Opioid Treatments for Chronic Pain: Surveillance Report 2 (pdf file)
     effectivehealthcare-admin.ahrq.gov/sites/default/files/related_files/opioid-chronic-pain-surveillance-report-2.pdf
     April 01, 2022 - In addition, to increase efficiency of abstract review, we utilized a machine learning classifier in … The machine learning classifier was previously shown to have 100 percent recall for identifying eligible … studies in update searches for this review.2 The machine learning classifier screened all citations … ; the second investigator performed dual review on all studies that the machine learning classifier … Literature Search Strategies Optimized Search for Machine Learning Appendix B.

273. Quantitative Synthesis: Chapter 4. Quantifying, Testing, and Exploring Statistical Heterogeneity (pdf file)
     effectivehealthcare-admin.ahrq.gov/sites/default/files/pdf/ehc-presentation-quantitative-synthesis-chapter-4.pdf
     July 01, 2019 - Learning objective Statistical heterogeneity • Statistical heterogeneity occurs when estimates across … Quantifying, Testing, and Exploring �Statistical Heterogeneity Learning objective Statistical heterogeneity

274. Patient-Centered-Medical-Home Executive (pdf file)
     effectivehealthcare-admin.ahrq.gov/sites/default/files/related_files/patient-centered-medical-home_executive.pdf
     July 01, 2012 - examined (KQ 2), as well as the financial models and strategies for system change or organizational learning … Organizational learning strategies and any theoretical basis provided for these strategies. … Organizational learning strategies: Learning collaboratives and collaborative program planning were the … most commonly used organizational learning strategies, described in 19 studies.

275. Introduction to N-of-1 Trials: Indications and Barriers (Chapter 1) | Effective Health Care (EHC) Program
     effectivehealthcare-admin.ahrq.gov/products/n-1-trials/research-2014-4
     August 01, 2019 - If leveraged to full advantage, these data could become the linchpin of a “learning health care system … Best care at lower cost: the path to continuously learning healthcare in America.

276. Postpartum Care for Women Up to One Year After Pregnancy | Effective Health Care (EHC) Program
     effectivehealthcare-admin.ahrq.gov/products/postpartum-care-one-year/protocol
     December 01, 2022 - The Abstrackr software has machine learning capabilities that predict the likelihood of relevance of … We will train the machine learning algorithm as follows: (1) We will include references of known existing … in conference or by a third screener. (6) As screening progresses, the pretrained Abstrackr machine learning … Health Care Payment Learning & Action Network (HCP LAN). Clinical episode payment models.

277. AHRQ's Evidence-based Practice Center Division Annual Report 2020: Solving the Puzzle for Evidence-Based Decision Making (pdf file)
     effectivehealthcare-admin.ahrq.gov/sites/default/files/wysiwyg/pdf/epc-year-in-review-2020.pdf
     January 01, 2020 - 2020 Healthcare Research Presentations 2/14-15/2020: Systematic Review to Evidence-based Organization Learning … Testing a Machine Learning Tool for Facilitating Living Systematic Reviews of Chronic Pain Treatments … products/useful-quality-improvement/methods-report https://effectivehealthcare.ahrq.gov/products/machine-learning-tool

278. Outcome Measures Framework | Effective Health Care (EHC) Program
     effectivehealthcare-admin.ahrq.gov/products/registry-of-patient-registries/outcome-measures-framework
     February 01, 2020 - 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 …

279. Standardized Library of Atrial Fibrillation Outcome Measures (pdf file)
     effectivehealthcare-admin.ahrq.gov/sites/default/files/wysiwyg/white-paper-library-afib.pdf
     November 15, 2018 - Standardized Library of Atrial Fibrillation Outcome Measures Research White Paper Standardized Library of Atrial Fibrillation Outcome Measures Research White Paper Standardized Library of Atrial Fibrillation Outcome Measures Prepared for: Agency for Healthcare Research and Quali…

280. Disposition of Comments_Technical Brief No. 43: Measuring Healthcare Organization Characteristics in Cancer Care Delivery Research (pdf file)
     effectivehealthcare-admin.ahrq.gov/sites/default/files/related_files/organization-cancer-care-disposition-comments.pdf
     June 20, 2023 - Integrated Framework, I was left wondering the extent to which the authors feel that they have covered Learning … Likely something to consider moving forward, but I could imagine expansion of the Organizational Learning … The Organizational Learning subdomain makes me think further about the LHS competencies and efforts … connecting the organizational characteristic frameworks with the domains and constructs for Learning