The Learning Loop - UW Health's Learning Health System News

Anne Gravel Sullivan
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Learn about the University of Wisconsin - Madison Institute for Clinical and Translational Research's pragmatic approach to building its Learning Health System as it chronicles its journey, with its many diverse partners, to grow UW Health's LHS and create a sustainable system for continuous learning and health care improvement. You'll come away with greater appreciation for the benefits of the LHS approach, learn strategies for success, best practices and lessons learned along the way. UW's LHS Program Director Majid Afshar and Associate Director Anne Gravel Sullivan host conversations with project leaders and program partners to discuss the issues encountered and problem-solving strategies used to improve healthcare at UW Health and in the Wisconsin region.

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  1. 6월 20일

    Artificial Intelligence (AI) in Learning and Health Systems: UW Health's Ambient Listening Case Study

    In this episode, we meet with Dr. Joel Gordon, UW Health's Chief Medical Informatics Officer, to talk about the purpose and promise of adopting an LHS approach to using artificial intelligence (AI) to improve health care. We focus specifically on UW Health's recent LHS project and study, an evaluation of an Ambient Listening tool to lessen clinical documentation burden and enhance provider well-being in an outpatient setting. In this lively conversation, we discuss the extensive planning and ongoing adaptations for improvement that the project involved--from establishing a governance structure that could effectively drive the project--to ensuring all regulatory requirements were met.  Dr. Afshar explains how using a pragmatic clinical trial design yielded a novel Pramatic Trial Operations (PTOps) playbook for health systems interested in exploring this use case for AI in clinical practice. The PTOps Playbook is publicly available for researchers to use should they wish to replicate the study and implementation within their health system. Dr. Gordon details some the extraordinary opportunties the AI ambient listening project presented for UW Health, even as we recall the challenges of aligning the Institute's research and UW Hospital's operational timelines, as well as developing strategies and tools for ongoing monitoring of real-time data.

    34분
  2. Learning & Health Systems Improvement

    2월 16일

    Learning & Health Systems Improvement

    What exactly is a Learning Health System? Definitions are highly variable and differ from one health organization and system to the next. At the University of Wisconsin-Madison's LHS program, the most common characterization of an LHS approach is that "we learn from what we do, and do what we learn." In part one of this two-part episode, Program Director Majid Afshar and Associate Program Director Anne Gravel Sullivan talk with Dr. Jeff Pothof, Chief Quality Officer at UW Health, about the hallmarks of a Learning Health System and how they differ from the quality improvement process. They discuss the benefits of the LHS approach to healthcare improvement and the role the Institute for Clinical and Translational Reasarch (ICTR) plays in creating the architecture to support the LHS as both a research and system improvement enterprise. They delve into the variables that help facilitate change --or generate obstacles--with an LHS approach, as well as the potential for Artificial Intelligence to help accelerate positive change in the UW Health learning health system.

    20분
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Learn about the University of Wisconsin - Madison Institute for Clinical and Translational Research's pragmatic approach to building its Learning Health System as it chronicles its journey, with its many diverse partners, to grow UW Health's LHS and create a sustainable system for continuous learning and health care improvement. You'll come away with greater appreciation for the benefits of the LHS approach, learn strategies for success, best practices and lessons learned along the way. UW's LHS Program Director Majid Afshar and Associate Director Anne Gravel Sullivan host conversations with project leaders and program partners to discuss the issues encountered and problem-solving strategies used to improve healthcare at UW Health and in the Wisconsin region.

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