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301. Outcome Measures Framework: Literature Review Findings and Implications (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/registry-of-patient-registries_research.pdf
     April 15, 2019 - Conclusions: Existing initiatives provide a wealth of opportunity for collaboration and shared learning … These initiatives provide a wealth of opportunity for collaboration and shared learning as the OMF project … Learning what works best: the Nation’s need for evidence on comparative effectiveness in health care

302. Evaluation of Mental Health Mobile Applications (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/product/pdf/mental-health-app-draft-technical-brief.pdf
     June 21, 2021 - mental health, and do not account for potential risks including those posed by advances in machine learning … recommendation includes simple and straightforward information, deliberately organized content, multimodal learning … Search terms used were autism, language disorders, learning disorders, traumatic brain injuries, neurogenetic … Artificial Intelligence The use of machine learning and AI has been rapidly growing in mental health … Existing frameworks do not assess if and how Machine Learning/Artificial Intelligence approaches have

303. Moyer_ECCS2012 (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/moyer_eccs2012.pdf
     January 01, 2012 - Moyer_ECCS2012 Slide 1:  When Evidence-­‐Based Recommendations  Collide  With Conventional   Wisdom: Lessons  in Communication Learned by the U.S. Preventive Services   Task Force Virginia A. Moyer, M.D., M.P.H. Professor of Pediatrics Baylor College of Medicine,  Houston,  TX …

304. Effectiveness of Screening and Treatment of C. difficile Infections | Effective Health Care (EHC) Program
     effectivehealthcare.ahrq.gov/products/c-diff-infections/research-protocol
     May 24, 2010 - The Medicaid Medical Directors Learning Network (MMDLN) requested the topic to assist the MMDLN in understanding

305. The Effect of Protein Intake on Health (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/effect-protein-intake-protocol.pdf
     May 01, 2023 - improves efficiency and accuracy in the screening process and management of the process by using machine learning … As the machine learning system is trained, we will move to one screener when we reach a 90% recall

306. Disposition of Comments: Technical Brief 34, Impact of Community Health Worker Certification on Workforce and Service Delivery for Asthma and Other Selected Chronic Diseases (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/technical-brief-34-health-worker-certification-comments.pdf
     March 27, 2020 - Disposition of Comments: Technical Brief 34, Impact of Community Health Worker Certification on Workforce and Service Delivery for Asthma and Other Selected Chronic Diseases Technical Brief Disposition of Comments Report Research Review Title: Impact of Community Health Worker Certification on Workforce and Servic…

307. Psychological and Pharmacological Treatments for Adults with Posttraumatic Stress Disorder (PTSD): A Systematic Review Update | Effective Health Care (EHC) Program
     effectivehealthcare.ahrq.gov/products/ptsd-adult-treatment-update/research-protocol
     May 24, 2017 - witnessing an event that involves death, injury, or a threat to the physical integrity of another person; or learning … horror Criterion A: Traumatic event as defined by: direct exposure to, witnessing indirectly (by learning … methods of managing trauma-related stressors. 16 Cognitive Behavioral Therapy (CBT) uses principles of learning … Deploying an interactive machine learning system in an evidence-based practice center: abstrackr.

308. Psychological and Pharmacological Treatments for Adults with Posttraumatic (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/ptsd-adult-treatment-update_research-protocol.pdf
     December 31, 2017 - an event that involves death, injury, or a threat to the physical integrity of another person; or learning … Criterion A: Traumatic event as defined by: • direct exposure to, • witnessing indirectly (by learning … methods of managing trauma-related stressors.16 Cognitive Behavioral Therapy (CBT) uses principles of learning … Deploying an interactive machine learning system in an evidence-based practice center: abstrackr.

309. March 2nd Mitigating Racial Bias in Healthcare Algorithms Public Meeting (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/impact-healthcare-algorithms-racial-ethnic-disparities-March-2.pdf
     May 15, 2023 - Ensuring fairness in machine learning to advance health equity. … potential impact of race in clinical algorithms 107 Potential Next Steps (2) • Cross-specialty learning

310. S3 (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/s3.pdf
     October 01, 2007 - EDITORIAL The Comparative Effectiveness and Safety Emerging Methods Symposium A Tribute to Harry A. Guess: Father and Consummate Leader of Pharmacoepidemiology David J. Ballard, MD, PhD This symposium and supplement dedicated to Harry Guess provides us with anopportunity to celebrate Harry’s life and his myriad con…

311. AHRQ Slide Template 2009 (ppt file)
     effectivehealthcare.ahrq.gov/sites/default/files/reporting.ppt
     September 01, 2009 - Learning Objectives To describe the various elements that need to be reported upon completion of a systematic … review To distinguish examples of reporting that are adequate from those that are inadequate Learning … There are two learning objectives for this module.

312. Making Healthcare Safer IV: Programs for Responding to Harms Experienced by Patients during Clinical Care (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/clinical-care-protocol.pdf
     January 01, 2024 - harm and support the patient and family afterwards, and that may also focus on investigating and learning

313. Trauma Informed Care (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/trauma-informed-care-protocol.pdf
     April 19, 2023 - PICO Portal uses machine learning to sort and present first those citations most likely to be eligible … As the machine learning system is trained, we will move to one screener when we reach a 90 percent recall

314. Patient and Provider Level Strategies to Address Racial/Ethnic Disparities in Health and Healthcare (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/tech-brief-patient-provider-strategies-protocol-final.pdf
     May 18, 2022 - for possible inclusion at title/abstract and will discontinue screening when PICO Portal’s machine learning … for possible inclusion at title/abstract and will discontinue screening when PICO Portal’s machine learning

315. Quantitative Synthesis Chapter 3. Choice of Statistical Model for Combining Studies (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/ehc-presentation-quantitative-synthesis-chapter-3.pdf
     February 01, 2018 - Learning objectives Statistical models for meta-analysis • Meta-analysis can be performed with either

316. Integrating Health System Data With Systematic Reviews_Methods Research Report (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/methods-research-report-integrating-health-system-data.pdf
     April 01, 2020 - internal guidelines, as well as regional (e.g., Kaiser Permanente Northwest [KPNW], Washington [KPWA]) learning … Other models could borrow from resources and processes in place from exemplar learning health systems

317. DEMENTIA INCLUDING ALZHEIMER'S #04 (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/dementia_hi_impact.pdf
     January 01, 2012 - administration of the F18 agent (a process similar to that of other imaging agents) would not require a steep learning … curve on the part of clinicians, learning to read the images produced by the scan would require some

318. 13-MDM347013 30..38 (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/whitepaper4-bossuyt02262010-2.pdf
     January 01, 2009 - The emotional, social, cognitive, and behavioral effects from undergoing the test and learning about … Learning, psychological health, and personal satisfaction are important for health care professionals

319. 13-MDM347013 30..38 (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/outcomes-testing-evaluation_research.pdf
     January 01, 2009 - The emotional, social, cognitive, and behavioral effects from undergoing the test and learning about … Learning, psychological health, and personal satisfaction are important for health care professionals

320. women-hiv-protocol-160301 (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/women-hiv_research-protocol.pdf
     March 01, 2016 - plan on making available implementations of modern literature identification methods (using machine learning … We will use semi-automated machine learning algorithms developed and implemented in the Abstrackr software