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41. Tools to (Semi) Automate Evidence Synthesis | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/products/tools/protocol
    April 01, 2024 - of interest among EPCs in the potential for tools that use artificial intelligence (AI) or machine learning … Key Question (KQs) KQ 1: What tools that use artificial intelligence (AI) or machine learning … tool and the automation method Tool URL What’s the technology Model types (e.g., SVM, deep learning … Machine learning computational tools to assist the performance of systematic reviews: A mapping review … Practice Center GQ Guiding Question MeSH Medical Subject Heading ML Machine learning

42. Research Methods & Tools | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/research-methods
    April 01, 2022 - has developed evidence synthesis guidance, tools, and education resources for those conducting and learning

43. 2021 EPC Program Year in Review | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/news/epc-year-in-review-2021
    May 01, 2022 - as well as pain management, women’s health, digital health, healthcare disparities, and the needs of learning

44. Hearing Problems in Children | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/health-topics/hearing-problems-children
    August 02, 2024 - That's because children start learning speech and language long before they talk.

45. Developing Consistent and Useful Quality Improvement Study Data Extraction for Health Systems | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/products/useful-quality-improvement/methods-report
    September 01, 2020 - Utility for Health Systems: Learning health systems can expect to see extracted data for different criteria … Quality improvement studies can provide important insight to learning health systems. … Quality (AHRQ) could devote resources to collate and assess these quality improvement studies to support learning

46. Fourth Symposium on Comparative Effectiveness Research Methods: From Efficacy to Effectiveness | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/products/cer-methods-4th-symposium/overview
    November 01, 2018 - Super learning to hedge against incorrect inference from arbitrary parametric assumptions in marginal … Super learning to hedge against incorrect inference from arbitrary parametric assumptions in marginal … Comparative Effectiveness Research A model for incorporating patient and stakeholder voices in a learning … A model for incorporating patient and stakeholder voices in a learning health care network: Washington

47. Evidence-based Practice Center Systematic Review Protocol (pdf file)
    effectivehealthcare-admin.ahrq.gov/sites/default/files/related_files/hyperactivity-disorder-protocol.pdf
    November 10, 2024 - will be screened by at least one human literature reviewer and a DistillerSR software machine learning … Test" OR "CVLT-3" OR "Standard Form California Verbal" "CVLT-3 Brief" OR "California Verbal Learning … Test" OR "CVLT-3" OR "Standard Form California Verbal" "CVLT-3 Brief" OR "California Verbal Learning … Test" OR "CVLT-3" OR "Standard Form California Verbal" "CVLT-3 Brief" OR "California Verbal Learning … Test" OR "CVLT-3" OR "Standard Form California Verbal" "CVLT-3 Brief" OR "California Verbal Learning

48. Diagnosis of Attention-Deficit/Hyperactivity Disorder in Adults: A Systematic Review | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/products/hyperactivity-disorder/protocol
    February 01, 2025 - will be screened by at least one human literature reviewer and a DistillerSR software machine learning … Test" OR "CVLT-3" OR "Standard Form California Verbal" "CVLT-3 Brief" OR "California Verbal Learning … Test" OR "CVLT-3" OR "Standard Form California Verbal" "CVLT-3 Brief" OR "California Verbal Learning … Test" OR "CVLT-3" OR "Standard Form California Verbal" "CVLT-3 Brief" OR "California Verbal Learning … Test" OR "CVLT-3" OR "Standard Form California Verbal" "CVLT-3 Brief" OR "California Verbal Learning

49. Diagnosis of Attention-Deficit/Hyperactivity Disorder in Adults: A Systematic Review (pdf file)
    effectivehealthcare-admin.ahrq.gov/sites/default/files/related_files/hyperactivity-disorder-protocol-amendment.pdf
    January 08, 2025 - will be screened by at least one human literature reviewer and a DistillerSR software machine learning … Test" OR "CVLT-3" OR "Standard Form California Verbal" "CVLT-3 Brief" OR "California Verbal Learning … Test" OR "CVLT-3" OR "Standard Form California Verbal" "CVLT-3 Brief" OR "California Verbal Learning … Test" OR "CVLT-3" OR "Standard Form California Verbal" "CVLT-3 Brief" OR "California Verbal Learning … Test" OR "CVLT-3" OR "Standard Form California Verbal" "CVLT-3 Brief" OR "California Verbal Learning

50. A Framework for Conceptualizing Evidence Needs of Health Systems (pdf file)
    effectivehealthcare-admin.ahrq.gov/sites/default/files/pdf/white-paper-framework-for-conceptualizing-evidence-needs_0.pdf
    December 01, 2017 - Preparing Evidence for Use by Learning Health Systems Drs. … Such a role aligns with the concept of learning health systems. … The Learning Health System Context Much of the discussion about learning health systems focuses on the … As described in one of the reports in the IOM series on learning health care systems, “A learning health … Evidence-based Medicine - Engineering the Learning Healthcare System.

51. Methods Research Report Improving Access To And Usability of Systematic Review Data for Health Systems Guideline Development (pdf file)
    effectivehealthcare-admin.ahrq.gov/sites/default/files/pdf/methods-health-systems-guidelines-development.pdf
    February 01, 2019 - • Alternate formats may improve utility of EPC report data to guideline committees in learning health … Groups and individuals in learning health systems make decisions based on many factors, including but … These are freely available for use by learning healthcare systems and other end users. … The developed prototypes may facilitate learning health systems’ efforts to provide evidence-based, … quality care through continuous learning and improvement.

52. Spina Bifida | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/health-topics/spina-bifida
    October 25, 2024 - They may have learning difficulties, urinary and bowel problems, or hydrocephalus , a buildup of fluid

53. Developmental Disabilities | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/health-topics/developmental-disabilities
    July 25, 2024 - They may affect mental ability, such as learning disorders.

54. Child Development | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/health-topics/child-development
    November 07, 2024 - This can also be the time that parents or teachers recognize learning disabilities or behavioral problems

55. Drowning | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/health-topics/drowning
    or boating when under the influence of alcohol or sedatives Wearing life jackets when boating Learning

56. EPC and Health Systems Partnership Pilot Project Reports (2018) | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/products/health-systems-pilot-project/overview
    January 01, 2020 - published in The Joint Commission Journal  along with a commentary summarizing feedback from the Learning … these pilot projects with further development of ways to present information in optimal format for Learning

57. Ergonomics | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/health-topics/ergonomics
    syndrome Being sure that the height of your desk chair allows your feet to rest flat on floor Learning

58. Speech and Communication Disorders | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/health-topics/speech-and-communication-disorders
    April 04, 2011 - those caused by cleft lip or palate Speech problems like stuttering Developmental disabilities Learning

59. Ehlers-Danlos Syndrome | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/health-topics/ehlers-danlos-syndrome
    It also includes learning how to protect your joints and prevent injuries.

60. Rett Syndrome | Effective Health Care (EHC) Program
    effectivehealthcare-admin.ahrq.gov/health-topics/rett-syndrome
    Compulsive movements such as hand wringing Balance problems Breathing problems Behavior problems Learning