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61. 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

62. 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?

63. 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?

64. Adversarial attacks on medical machine learning. | PSNet
    psnet.ahrq.gov/issue/adversarial-attacks-medical-machine-learning
    March 19, 2019 - Study Adversarial attacks on medical machine learning. … Adversarial attacks on medical machine learning. … The authors suggest that regulatory review of devices that employ machine learning include an assessment … Adversarial attacks on medical machine learning. … November 21, 2021 Machine learning in medicine.

65. 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

66. 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

67. Giving up learning from failures? An examination of learning from one's own failures in the context of heart surgeons. | PSNet
    psnet.ahrq.gov/issue/giving-learning-failures-examination-learning-ones-own-failures-context-heart-surgeons
    April 03, 2013 - Study Giving up learning from failures? … Giving up learning from failures? … An examination of learning from one's own failures in the context of heart surgeons. … Learning from failure is a key component of high reliability . … Giving up learning from failures?

68. Using a survey of incident reporting and learning practices to improve organisational learning at a cancer care centre. | PSNet
    psnet.ahrq.gov/issue/using-survey-incident-reporting-and-learning-practices-improve-organisational-learning-cancer
    June 30, 2011 - Study Using a survey of incident reporting and learning practices to improve organisational … learning at a cancer care centre. … Using a survey of incident reporting and learning practices to improve organisational learning at a cancer … This study describes a survey tool for measuring organizational learning and provides a framework for … Using a survey of incident reporting and learning practices to improve organisational learning at a cancer

69. Why is learning from patient safety incidents (still) so hard? A sociocultural perspective on learning from incidents in healthcare organizations. | PSNet
    psnet.ahrq.gov/issue/why-learning-patient-safety-incidents-still-so-hard-sociocultural-perspective-learning
    June 29, 2011 - Study Why is learning from patient safety incidents (still) so hard? … A sociocultural perspective on learning from incidents in healthcare organizations. … Why is learning from patient safety incidents (still) so hard? … A sociocultural perspective on learning from incidents in healthcare organizations. … Why is learning from patient safety incidents (still) so hard?

70. Supporting the Next Generation of Learning Health Systems Researchers | Agency for Healthcare Research and Quality
    www.ahrq.gov/funding/training-grants/lhs-k12.html
    April 01, 2021 - Supporting the Next Generation of Learning Health Systems Researchers Grants Awarded Under the … training of clinician and research scientists to conduct patient-centered outcomes research within learning … and implement patient-centered outcomes research to improve quality of care and patient outcomes in a learning … HS026393 Children's Hospital of Philadelphia PEDSnet Scholars: A Training Program for Pediatric Learning … with Scholars/Trainees HS026385 Northwestern University A Chicago Center of Excellence in Learning

71. Listening, Learning, Responding to Concerns. | PSNet
    psnet.ahrq.gov/issue/listening-learning-responding-concerns
    June 12, 2024 - Book/Report Listening, Learning, Responding to Concerns. … Citation Text: Listening, Learning, Responding to Concerns. … Copy URL Cite Citation Citation Text: Listening, Learning … June 12, 2024 Learning, Candour and Accountability.

72. New PBRN Learning Series | Agency for Healthcare Research and Quality
    www.ahrq.gov/ncepcr/communities/pbrn/learning-series/index.html
    October 01, 2024 - New PBRN Learning Series AHRQ announces a new learning series designed to support and promote … 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

73. AHRQ and the Patient-Centered Outcomes Research Institute Collaborate to Train a New Generation of Learning Health System Scientists | Agency for Healthcare Research and Quality
    www.ahrq.gov/news/blog/ahrqviews/ahrq-pcori-collaborate.html
    February 01, 2023 - AHRQ and the Patient-Centered Outcomes Research Institute Collaborate to Train a New Generation of Learning … The benefits of learning health systems (LHS) are increasingly evident in today’s data-rich healthcare … High-performing learning health systems promote innovation and systems change based on rigorous research … Enhance diversity within the learning health system research workforce. … We look forward to receiving your proposals for advancing learning health systems! Dr.

74. COVID-19 Vaccine Learning Guide for Leadership (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/nursing-home/materials/covid19-vaccine-confidence-learning-guide-leadership.pdf
    June 30, 2021 - COVID-19 Vaccine Learning Guide for Leadership Learning Guide for Leadership Take Your Best Shot! … This Learning Guide provides nursing home facility leadership strategies that enable them to have effective … • Meet with the facilitator and review the learning module curriculum and module facilitation guides … Learning Guide for Leadership Take Your Best Shot! … Acrobat Accessibility Report Accessibility Report Filename: COVID-19 Vaccine Hesitancy - Curriculum Learning

75. 111-Cusp-Learning-From-Defects-Worksheet (doc file)
    www.ahrq.gov/sites/default/files/wysiwyg/hai/tools/mrsa-surgery/111-cusp-learning-from-defects-worksheet.docx
    April 01, 2025 - ________ Date Defect Occurred: ________________ Date Investigation Initiated: ___________ Use the Learning

76. Learning from Errors in Ambulatory Pediatrics (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/patient-safety-resources/resources/advances-in-patient-safety/vol1/Mohr.pdf
    February 01, 2004 - Learning from Errors in Ambulatory Pediatrics 355 Learning from Errors in Ambulatory Pediatrics … Purpose: Learning from Errors in Ambulatory Pediatrics (LEAP) was designed to (1) develop a secure, … UNC CERTs partnered with the PROS Network to conduct a research study, called the Learning from Errors … in the culture of learning in their practices. … Identifying and learning from “near-misses” or errors that do not result in harm is the initial step

77. Learning From Defects | Agency for Healthcare Research and Quality
    www.ahrq.gov/hai/tools/mrsa-prevention/surgery/learning-from-defects.html
    April 01, 2025 - MRSA Prevention Toolkit: Targeting SSI Learning From Defects Previous Page Next Page … There are four key questions in the CUSP Learning From Defects process: What happened? … a Defect Worksheet Documents: Learning From Defects – Slides (PPTX, 5 MB) Learning From Defects - Facilitator … From Defects Tool (DOCX, 406 KB) Guides teams through the process of Learning From Defects. … Tool: Learning From Defects Completed Form (DOCX, 411 KB) An example of a completed Learning From Defects

78. Clinical Learning Environment Review (CLER) Program. | PSNet
    psnet.ahrq.gov/issue/clinical-learning-environment-review-cler-program
    November 18, 2020 - Multi-use Website Clinical Learning Environment Review (CLER) Program. … Citation Text: Clinical Learning Environment Review (CLER) Program. … Copy URL Cite Citation Citation Text: Clinical Learning … November 18, 2020 The Role of Clinical Learning Environments in Preparing New Clinicians … The Learning and Working Environment (Duty Hours).

79. Shifting the learning curve. | PSNet
    psnet.ahrq.gov/issue/shifting-learning-curve
    March 09, 2009 - Commentary Shifting the learning curve. … Shifting the learning curve. BMJ. 2010;341:c6260. doi:10.1136/bmj.c6260. … Shifting the learning curve. BMJ. 2010;341:c6260. doi:10.1136/bmj.c6260.

80. Matt's story: learning from heartbreak. | PSNet
    psnet.ahrq.gov/issue/matts-story-learning-heartbreak
    August 07, 2024 - Commentary Matt's story: learning from heartbreak. … Matt's story: learning from heartbreak. … Matt's story: learning from heartbreak. … June 14, 2023 Post event debriefs: a commitment to learning how to better care for patients … April 10, 2019 Learning from tragedy: the Julia Berg story.