DOCSF 2023: DOCSF SCIENCE - LLMs & AI Chatbots

AI and Machine Learning are revolutionizing healthcare.In this episode, we explore three papers that demonstrate the application of these cutting-edge tools in healthcare, hosted by Fabrizio Billi, Ph.D. (UCLA) with Panelists: Gavin Pereira, MD (UC Davis Health), Thomas Peterson, Ph.D. (UCSF), and Alan Young, MD(McKinsey & Company). The first paper focuses on the use of machine learning and autonomous actions for surgical decision-making. It highlights the potential benefits, including reduced clinician burden and automated processes. However, the paper also acknowledges the challenges of developing AI models, such as addressing bias. The other two papers center around chatbots in healthcare. One evaluates the successful performance of ChatGPT in responding to mental health vignettes, while the other automates a chatbot for patient-provider communication. However, one paper reveals that the chatbot falls short and was found to address less than one-third of patient questions, emphasizing the need for improvement in its capabilities.While AI and Machine Learning offer great potential benefits for healthcare, it's crucial to recognize their limitations and the ongoing need for further development and refinement. Discover the evolving landscape of AI and Machine Learning in healthcare in this episode!

Om Podcasten

The Digital Orthopaedics Conference San Francisco (DOCSF) was created to bridge the worlds of digital health and clinical orthopaedics and thereby catalyze the adoption of technology in musculoskeletal care. This podcast series features key speakers and highlights from the live event. Why orthopaedics? We believe that embedding digital technologies in a narrow integrated vertical is more likely to affect change than targeting one-fifth of the U.S. economy. We also believe that if a conference is to move the ball forward, it needs to target leaders who are positioned to drive change. These leaders want a conference that is practical, identifies solutions to real problems, and that provides perspective from people outside their normal circle. To this end, we invite Health Care, Industry, Finance, Entrepreneurs and Payers to participate. The DOCSF program design uses many educational formats including ‘case studies’ to illustrate success and a broad panel of experts to ask tough questions. And because change does not happen in a vacuum, we include leadership, policy and design segments in the program. Find out more, and register for our next conference, by visiting docsf.health.