In this episode of High Agency, Patrick Leung from Faro Health explains how they're using AI to revolutionize clinical trial design by both generating regulatory documents and extracting insights from thousands of existing trials. Patrick emphasises the essential collaboration between clinical experts and AI engineers when building reliable systems in healthcare's high-stakes environment.
Chapters:00:00 - Introduction04:26 - Clinical trials before: Microsoft Word Documents08:17 - Document generation using AI12:26 - What makes clinical trials so expensive16:26 - Parsing and processing clinical trial data18:04 - Challenges with traditional evaluation metrics21:28 - Importance of domain experts in the evaluation process24:35 - Collaboration between domain experts and engineering31:26 - Building a graph-based knowledge system34:27 - Roles and skillsets required38:06 - Lessons learned building LLM products40:56 - Discussion on AI capabilities and limitations46:07 - Is AI overhyped or underhyped
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