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  1. effectivehealthcare.ahrq.gov/sites/default/files/related_files/effect-protein-intake-protocol-amendment.pdf
    November 29, 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
  2. effectivehealthcare.ahrq.gov/sites/default/files/related_files/dietary-protein-intake-protocol-amendment.pdf
    November 28, 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
  3. effectivehealthcare.ahrq.gov/sites/default/files/related_files/anal-cancer-protocol.pdf
    September 26, 2023 - PICO Portal uses machine learning to sort and present first those citations most likely to be eligible … Then, as the machine learning system is trained, we will move to one screener when we reach a 90 percent
  4. effectivehealthcare.ahrq.gov/sites/default/files/pdf/autism-interventions-future_research.pdf
    September 01, 2012 - search the National Institute of Health Reporter and located four therapy trials addressing language learning … behavioral interventions in combination/comparison with pharmacological paradigms aimed at enhanced social learning … of the results appeared to be therapy trials in the relevant population; these addressed language learning … behavioral interventions in combination/comparison with pharmacological paradigms aimed at enhanced social learning … • Social skills / learning paradigms • Explicit markers and timeframe related to assessment of generalization
  5. Slide 1 (ppt file)

    effectivehealthcare.ahrq.gov/sites/default/files/marketing_evidence_evans.ppt
    September 13, 2006 - discussion, the decision may be to do nothing (e.g., not get tested, at least not now) Encourage additional learning
  6. Naik (pdf file)

    effectivehealthcare.ahrq.gov/sites/default/files/naik.pdf
    January 01, 2009 - Naik Slide 1: Using  Electronic Health Records  to Better Coordinate Decision Making  for Complex Patients: What  CanWe Learn FromWiki? Aanand D. Naik, MD and Hardeep Singh, MD, MPH Houston HSR&D CoE, Michael E. DeBakey VA  Medical Center; Baylor College of Me…
  7. effectivehealthcare.ahrq.gov/sites/default/files/pdf/deliberative-methods_presentation-2011.pdf
    January 01, 2011 - Using Deliberative Methods to Engage Patients, Consumers, and the Public Community Forum Community Forum Agency for Healthcare Research and Quality Community Forum December 6, 2011 Using Deliberative Methods to Engage Patients, Consumers, and the Public Community Forum Community Forum Community …
  8. effectivehealthcare.ahrq.gov/products/rural-telehealth/protocol
    January 15, 2021 - and intensive care. 46 Additionally, other forms of provider-to-provider telehealth such as distance learning … Effectiveness of distance learning strategies for continuing professional development (CPD) for rural
  9. effectivehealthcare.ahrq.gov/sites/default/files/crosscutting_hi_impact.pdf
    January 01, 2012 - weekly 2-hour telemedicine clinics.” 25 Then, clinicians are organized into “disease-specific learning … According to the project developers, the model’s case-based approach is designed to create a multilevel “learning
  10. effectivehealthcare.ahrq.gov/sites/default/files/related_files/cer-268-racial-disparities-health-healthcare-disposition-comments.pdf
    December 08, 2023 - Unstructured data typically refers to text data, which was not addressed here, and studies of unsupervised learning … Singhal, J Chen… - arXiv preprint arXiv …, 2021 - arxiv.org A survey on bias and fairness in machine learning … Chaudhry, P Dua, KW Goodman… - JAMIA …, 2020 - academic.oup.com Assessing socioeconomic bias in machine learning … Color‐evasiveness in the application of machine learning to science assessments T Cheuk - Science Education
  11. effectivehealthcare.ahrq.gov/sites/default/files/related_files/cer-258-diagnostic-errors-summary.pdf
    December 01, 2022 - Diagnostic error in the emergency department: learning from national patient safety incident report
  12. effectivehealthcare.ahrq.gov/sites/default/files/related_files/Appendixes_1.pdf
    May 11, 2021 - Evaluation of Mental Health Mobile Applications: Appendixes A-1 Appendix A-List of frameworks Table. List of the mental health mobile application assessment framework Framework Description of framework Developer/Funder Audience Conditions Framework Sections Number of questions One Mind - One Mind …
  13. effectivehealthcare.ahrq.gov/products/alzheimers-type-dementia/protocol
    November 27, 2018 - Figure recall tasks (e.g., BVRT, RCFT, Taylor) Nonverbal memory Varies by test List-learning … Controlled Oral Word Association Test, CPT = Continuous Performance Test, CVLT = California Verbal Learning … Scale, MMSE = Mini-Mental State Exam, MoCA = Montreal Cognitive Assessment, RAVLT = Rey Auditory Verbal Learning … cerebrospinal fluid CT = computed tomography CVD = cardiovascular disease CVLT = California Verbal Learning … QOL = quality of life QOL-AD = Quality of Life in Alzheimer's Disease RAVLT = Rey Auditory Verbal Learning
  14. effectivehealthcare.ahrq.gov/sites/default/files/related_files/surveillance-report-3-nonopioid-pharm-chronic-pain.pdf
    July 01, 2022 - In addition, a second investigator utilized a machine learning classifier to assist in the screening … The machine learning classifier screened all citations; the second investigator reviewed all studies … that the machine learning classifier did not classify as very low probability of inclusion. … The machine learning classifier was previously shown to have 100-percent recall for identifying eligible … Testing a Machine Learning Tool for Facilitating Living Systematic Reviews of Chronic Pain Treatments
  15. effectivehealthcare.ahrq.gov/sites/default/files/pdf/catd-protocol-draft_0.pdf
    November 02, 2018 - Varies by test Figure recall tasks (e.g., BVRT, RCFT, Taylor) Nonverbal memory Varies by test List-learning … Controlled Oral Word Association Test, CPT = Continuous Performance Test, CVLT = California Verbal Learning … , MMSE = Mini-Mental State Exam, MoCA = Montreal Cognitive Assessment, RAVLT = Rey Auditory Verbal Learning … cerebrospinal fluid CT computed tomography CVD cardiovascular disease CVLT California Verbal Learning … tau QOL quality of life QOL-AD Quality of Life in Alzheimer’s Disease RAVLT Rey Auditory Verbal Learning
  16. effectivehealthcare.ahrq.gov/sites/default/files/eaagleston.pdf
    January 06, 2017 - And this has -- this has been a learning experience for us all.
  17. effectivehealthcare.ahrq.gov/sites/default/files/dementia-horizon-scan-high-impact-1512.pdf
    December 01, 2015 - repairing protein breast cancer 1 (BRCA1); this result confirmed that BRCA1 is required for normal learning
  18. effectivehealthcare.ahrq.gov/sites/default/files/selecting-evidence.ppt
    January 01, 2010 - important considerations for deciding whether to include observational studies to assess benefits and harms Learning … Objectives Learning Objectives This lesson is aimed at newcomers to comparative effectiveness reviews
  19. effectivehealthcare.ahrq.gov/sites/default/files/related_files/selecting-evidence.ppt
    January 01, 2010 - important considerations for deciding whether to include observational studies to assess benefits and harms Learning … Objectives Learning Objectives This lesson is aimed at newcomers to comparative effectiveness reviews
  20. effectivehealthcare.ahrq.gov/sites/default/files/related_files/cer-201-indoor-allergen-reduction-asthma-evidence-summary.pdf
    February 01, 2018 - Effectiveness of Indoor Allergen Reduction in Management of Asthma - Evidence Summary Comparative Effectiveness Review Number 201 Effectiveness of Indoor Allergen Reduction in Management of Asthma Evidence Summary Objectives and Rationale for Review This report summarizes a systematic review, “Effectiveness of…

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