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41. Machine Learning | Digital Healthcare Research
    digital.ahrq.gov/technology/machine-learning
    January 01, 2025 - Machine Learning The PICU data collaborative: A novel, multi-institutional … Project Name ML-ROVER: Machine Learning to Reduce Laboratory Test Overutilization … by using mixed methods (stakeholder interviews and surveys, electronic health records, and machine learning … Principal Investigator(s) Wang, Hsin-Hsiao Scott ML-ROVER: Machine Learning … Description The study will develop, validate, implement, and assess the usability of a machine learning

42. Learning Guide for Leadership—Strategies To Increase Nursing Home Staff Confidence in the COVID-19 Vaccines | Agency for Healthcare Research and Quality
    www.ahrq.gov/nursing-home/resources/learning-guide.html
    May 01, 2021 - Learning Guide for Leadership—Strategies To Increase Nursing Home Staff Confidence in the COVID-19 Vaccines … Resource: Learning Guide for Leadership—Strategies To Increase Nursing Home Staff Confidence

43. 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

44. Implementing the clinical occurrence reporting and learning system: a double-loop learning incident reporting system in long-term care. | PSNet
    psnet.ahrq.gov/issue/implementing-clinical-occurrence-reporting-and-learning-system-double-loop-learning-incident
    May 05, 2021 - Study Implementing the clinical occurrence reporting and learning system: a double-loop … learning incident reporting system in long-term care. … Implementing the clinical occurrence reporting and learning system: a double-loop learning incident reporting … Implementing the clinical occurrence reporting and learning system: a double-loop learning incident reporting … December 19, 2014 Learning mechanisms to limit medication administration errors.

45. CAUTI Learning From Defects Tool (doc file)
    www.ahrq.gov/sites/default/files/wysiwyg/hai/tools/clabsi-cauti-icu/cauti-learning-from-defects-revised.docx
    April 01, 2022 - CAUTI Learning From Defects Tool Learn From Defects Tool Worksheet: Catheter-Associated Urinary Tract … With whom shall we share our learning?

46. CLABSI Learning From Defects Tool (doc file)
    www.ahrq.gov/sites/default/files/wysiwyg/hai/tools/clabsi-cauti-icu/clabsi-learning-from-defects_revised.docx
    April 01, 2022 - CLABSI Learning From Defects Tool Learn From Defects Tool Worksheet: Central Line-Associated Bloodstream … With whom shall we share our learning?

47. Acute Care Learning From Defects
    www.ahrq.gov/sites/default/files/wysiwyg/antibiotic-use/safety/changes-slides.pptx
    November 01, 2019 - Acute Care Learning From Defects AHRQ Safety Program for Improving Antibiotic Use Making Effective … Changes in Antibiotic Decision Making AHRQ Safety Program for Improving Antibiotic Use – Acute Care Learning … From Antibiotic-Associated Adverse Events Adverse event: Patient develops acute kidney injury Learning … Changes in Antibiotic Decision Making AHRQ Safety Program for Improving Antibiotic Use – Acute Care Learning

48. Learning Health Systems for Patient Safety | PSNet
    psnet.ahrq.gov/perspective/learning-health-systems-patient-safety
    February 26, 2025 - Learning systems focus on fostering continuous learning across healthcare organizations and facilitating … Shared learning and improvements in patient safety happen when learning health systems with a strong … The role of a learning health system is to foster this analysis and shared learning. … Sarah Mossburg: How do learning health systems facilitate the shared learning process and collaboration … Toward a science of learning systems: a research agenda for the high-functioning Learning Health System

49. Learning from primary care meaningful use exemplars. | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/learning-primary-care-meaningful-use-exemplars/citation/learning-primary-care
    January 01, 2023 - Learning from primary care meaningful use exemplars. … Learning from primary care meaningful use exemplars. J Am Board Fam Med 2015;28(3):360-70. … www.ncbi.nlm.nih.gov/pubmed/25957369 Principal Investigator Ornstein, Steven Project Name Learning

50. 114-Mrsa-Prevention-Learning-From-Defects (doc file)
    www.ahrq.gov/sites/default/files/wysiwyg/hai/tools/mrsa/114-mrsa-prevention-learning-from-defects.docx
    October 01, 2024 - AHRQ Safety Program for MRSA Prevention Learning From Defects Tool ICU & Non-ICU Problem statement: Healthcare … We define this learning as reducing the probability that future patients will be harmed. … No. 25-0007 October 2024 Learning From Defects Tool | 1 AHRQ Safety Program for MRSA Prevention |

51. Is yours a learning organization? | PSNet
    psnet.ahrq.gov/issue/yours-learning-organization
    March 18, 2019 - Newspaper/Magazine Article Is yours a learning organization? … Is yours a learning organization? Harv Bus Rev. 2008;86(3):109-16, 134. … where leadership behavior supports learning and creates a supportive learning environment, and where … concrete processes are in place to facilitate learning and encourage creativity among employees.  … Is yours a learning organization? Harv Bus Rev. 2008;86(3):109-16, 134.

52. Simulation, mastery learning and healthcare. | PSNet
    psnet.ahrq.gov/issue/simulation-mastery-learning-and-healthcare
    November 09, 2011 - Commentary Simulation, mastery learning and healthcare. … Simulation, Mastery Learning and Healthcare. … This commentary reviews mastery learning theory at the individual and system levels and suggests that … Simulation, Mastery Learning and Healthcare. … July 10, 2019 Challenges in health care simulation: are we learning anything new?

53. 023-Ss-Cusp-Learning-From-Defects-Fg (doc file)
    www.ahrq.gov/sites/default/files/wysiwyg/hai/tools/mrsa-2/023-ss-cusp-learning-from-defects-fg.docx
    April 01, 2025 - AHRQ Safety Program for MRSA Prevention: Targeting SSI Learning From Defects Surgical Services For: Cardiac … From Defects SAY: Welcome to this presentation on Learning From Defects as part of an overall approach … on the LFD process, access the Learning From Defects page on the toolkit website. … Slide 8 Learning From Defects Process: What Happened? … Slide 12 Learning From Defects Process: Why Did It Happen?

54. Understanding AI’s Potential: Healthcare Applications of Deep Learning | Agency for Healthcare Research and Quality
    www.ahrq.gov/diagnostic-safety/resources/issue-briefs/dxsafety-ai-wave3.html
    July 01, 2025 - for Improving Diagnosis and Beyond Understanding AI’s Potential: Healthcare Applications of Deep Learning … Understanding AI’s Potential: Healthcare Applications of Deep Learning Limitations of AI and the Resulting … Moving Forward Conclusion Acknowledgments References The adaptability of deep learning … As deep learning models can be trained to recognize many different types of patterns—whether in medical … Biomedical pattern recognition refers to the use of deep learning to recognize patterns in physiologic

55. LeDeR - Learning from Lives and Deaths. | PSNet
    psnet.ahrq.gov/issue/leder-learning-lives-and-deaths
    October 19, 2022 - Multi-use Website LeDeR - Learning from Lives and Deaths. … Citation Text: LeDeR - Learning from Lives and Deaths. … People with a Learning Disability and autistic people (LeDeR) is a National Health Service-sponsored … initiative that seeks to improve the care of learning disabled patients through examining what goes … October 19, 2022 Learning from Bristol: The Report of the Public Inquiry into Children's

56. Mitigating racial bias in machine learning. | PSNet
    psnet.ahrq.gov/issue/mitigating-racial-bias-machine-learning
    July 22, 2020 - Commentary Mitigating racial bias in machine learning. … Mitigating racial bias in machine learning. … This commentary discusses how algorithms in machine learning contribute to inaccuracies in the care … Mitigating racial bias in machine learning. … May 13, 2020 The potential for leveraging machine learning to filter medication alerts

57. Minimization of occurrence of retained surgical items using machine learning and deep learning techniques: a review. | PSNet
    psnet.ahrq.gov/issue/minimization-occurrence-retained-surgical-items-using-machine-learning-and-deep-learning
    July 06, 2012 - Review Minimization of occurrence of retained surgical items using machine learning … and deep learning techniques: a review. … Minimization of occurrence of retained surgical items using machine learning and deep learning techniques … This review examined the use of machine learning (ML) and deep learning (DL) tools to support RSI prevention … Minimization of occurrence of retained surgical items using machine learning and deep learning techniques

58. What is learning? A review of the safety literature to define learning from incidents, accidents and disasters. | PSNet
    psnet.ahrq.gov/issue/what-learning-review-safety-literature-define-learning-incidents-accidents-and-disasters
    December 17, 2010 - Review What is learning? … A review of the safety literature to define learning from incidents, accidents and disasters. … What Is Learning? … A Review of the Safety Literature to Define Learning from Incidents, Accidents and Disasters. … What Is Learning?

59. PBRN Learning Series | Agency for Healthcare Research and Quality
    www.ahrq.gov/ncepcr/communities/pbrn/learning-series/index.html
    October 01, 2024 - PBRN Learning Series AHRQ announces a new learning series designed to support and promote the … Training E-learning Course: Building a Newer PBRN   This course provides a variety of information and … June 20, 2024 Webinar: Highlighting and Promoting the Value of PBRNs  July 11, 2024 PBRN Learning

60. Learning from the best. | PSNet
    psnet.ahrq.gov/issue/learning-best
    February 22, 2023 - Newspaper/Magazine Article Learning from the best. … Learning from the best. Behavioral healthcare. 2010;30(4):22-4. … Learning from the best. Behavioral healthcare. 2010;30(4):22-4.