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  1. cdsic.ahrq.gov/cdsic/analytic-framework-action
    To explore the key factors affecting PC CDS throughout its lifecycle, the Patient-Centered CDS Learning … The AFA has been a valuable framework for the PCCDS Learning Network and the Clinical Decision Support … The final version of the AFA was approved by the PCCDS Learning Network’s Steering Committee, and includes … LEARNING: Aggregating local PC CDS-related outcomes and effectiveness measures to facilitate both local … and system-level learning from identified gaps in PCOR knowledge, and lessons learned from authoring
  2. cdsic.ahrq.gov/cdsic/Genevieve-Melton-Meaux
    Genevieve Melton-Meaux, MD, PhD, is a Professor of Surgery, Director of the Center for Learning Health … secondary uses; EHR conceptual models; clinical decision support systems; and the application of machine learning
  3. cdsic.ahrq.gov/cdsic/2024-annual-meeting-viewpoint
    September 18, 2024 - Advancing PC CDS Through Real-World Projects AHRQ has long recognized the importance of using a learning … About learning health systems. May 2019. … Retrieved from: https://www.ahrq.gov/learning-health-systems/about.html [2] AHRQ. … Supporting learning health systems. May 2019. … Retrieved from: https://www.ahrq.gov/learning-health-systems/supporting.html [3] US Department of Health
  4. cdsic.ahrq.gov/cdsic/Elizabeth-Cope
    With expertise in implementation, improvement, and engagement sciences, she oversees learning collaboratives … She also leads the Learning Community for the AHRQ-funded EvidenceNOW: Managing Urinary Incontinence
  5. cdsic.ahrq.gov/cdsic/Adam-Wright
    Wright’s research interests focus on clinical decision support and machine learning.  … approaches for sharing clinical decision support nationally, and adverse event detection using machine learning
  6. cdsic.ahrq.gov/cdsic/Mark-Zhang
    Zhang, DO, MMSc, FAMIA , is the Chief Innovation Officer in the Office of Healthcare Innovation and Learning
  7. cdsic.ahrq.gov/cdsic/Priyanka-Desai
    She conducts key informant interviews, leads focus groups, coordinates activities for learning collaboratives
  8. cdsic.ahrq.gov/cdsic/Rachel-Richesson
    University of Michigan Rachel Richesson, PhD, MS, MPH, is a Professor in the Department of Learning
  9. cdsic.ahrq.gov/cdsic/year3-period-performance-report
    September 30, 2024 - stakeholders working to advance the evidence base and practice of PC CDS, as well as those interested in learning
  10. cdsic.ahrq.gov/cdsic/lessons-learned-resource
    July 26, 2023 - : Skip to main content HHS.gov Menu Main navigation CDS Home About CDS Connect CDS Innovation Collaborative CEDAR Evaluation Funding Opportunities Resources Contact Us …
  11. cdsic.ahrq.gov/sites/default/files/2022-04/Final%20Innovation%20Center%20Charter_508.pdf
    January 01, 2022 - To achieve this, CDSiC will: ■ Create a learning community to share and advance the knowledge, tools … Center will also draw upon the Analytic Framework for Action (AFA) Framework developed by the PCCDS Learning … Coordinating CDS Projects is to implement PC CDS projects in real-world settings for the purpose of learning … potential challenges to the Innovation Center achieving desired outcomes are outlined below: ■ Learning
  12. cdsic.ahrq.gov/cdsic/cdsic-about
    September 01, 2024 - This initiative included funding a learning network,  funding targeted CDS research , building a platform … To achieve this, CDSiC will: Create a learning community to share and advance the knowledge, tools, standards
  13. cdsic.ahrq.gov/
    : Skip to main content HHS.gov Menu Main navigation CDS Home About CDS Connect CDS Innovation Collaborative CEDAR Evaluation Funding Opportunities Resources Contact Us …
  14. cdsic.ahrq.gov/sites/default/files/2023-08/Innovation%20Center%20Q2%202023%20Progress%20Report.pdf
    January 01, 2023 - leadership merged and expanded upon the CDS five rights1, Multilayer Knowledge Representation Framework,2 Learning … Health System,3 and the Analytic Framework for Action (AFA) developed by the PC CDS Learning network … Digital Infrastructure for the Learning Health System: The Foundation for Continuous Improvement in … and maintaining trust in clinical decision support: recommendations from the patient-centered cds learning … Framework to guide the collection and use of patient-reported outcome measures in the learning healthcare
  15. cdsic.ahrq.gov/sites/default/files/2023-06/InnovationCenterQ12023ProgressReportDraft.pdf
    January 01, 2023 - leadership merged and expanded upon the CDS five rights1, Multilayer Knowledge Representation Framework,2 Learning … Health System,3 and the Analytic Framework for Action (AFA) developed by the PC CDS Learning network … Digital Infrastructure for the Learning Health System: The Foundation for Continuous Improvement in … and maintaining trust in clinical decision support: Recommendations from the Patient-Centered CDS Learning … Framework To Guide The Collection And Use Of Patient-Reported Outcome Measures In The Learning Healthcare
  16. cdsic.ahrq.gov/sites/default/files/2023-05/InnovationCenterQ4ProgressReportFinalForDTPFINAL.pdf
    January 01, 2023 - leadership merged and expanded upon the CDS five rights1, Multilayer Knowledge Representation Framework,2 Learning … Health System,3 and the Analytic Framework for Action (AFA) developed by the PC CDS Learning network … Digital Infrastructure for the Learning Health System: The Foundation for Continuous Improvement in … and maintaining trust in clinical decision support: Recommendations from the Patient-Centered CDS Learning … Framework To Guide The Collection And Use Of Patient-Reported Outcome Measures In The Learning Healthcare
  17. cdsic.ahrq.gov/cdsic/AI-viewpoint
    February 25, 2025 - Predictive AI includes machine learning, statistical modeling, and data-mining techniques that support … patient preferences, exploring approaches to measuring quality and performance of AI in PC CDS and learning … Transparency for Machine Learning-Enabled Medical Devices: Guiding Principles. June 13 2024. … https://www.fda.gov/medical-devices/software-medical-device-samd/transparency-machine-learning-enabled-medical-devices-guiding-principles
  18. cdsic.ahrq.gov/cdsic/resources?page=1
    December 06, 2024 - stakeholders working to advance the evidence base and practice of PC CDS, as well as those interested in learning
  19. cdsic.ahrq.gov/sites/default/files/2024-09/CDSiC%20Infographic%202024_508.pdf
    January 01, 2024 - Patient Preferences Are Essential to Bringing the Patient Into Focus Patient preferences are an essential component of the patient voice and their subsequent use in patient-centered clinical decision support (PC CDS) can advance patient-centered care. Providing care that respects what patients want makes it ea…
  20. cdsic.ahrq.gov/sites/default/files/2022-05/Innovation%20Center%20Progress%20Report%20May%202022_DTP%20Formatted_508_0.pdf
    January 01, 2022 - ecosystem is in the midst of a transition in how it approaches care, payment, and research to support a learning … CDSiC will: Innovation Center Progress Report 3 Quarterly Status Update May 2022 • Create a learning … expanded upon the CDS five rightsxi, the analytic framework for action (AFA) developed by the PC CDS Learning … Published 2018 May 30. doi:10.5334/egems.259 vi Patient-Centered Clinical Decision Support Learning … approaching-clinical-decision/section-2-overview-cds-five-rights xii Patient-Centered Clinical Decision Support Learning

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