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 - Introduction 04:26 - Clinical trials before: Microsoft Word Documents 08:17 - Document generation using AI 12:26 - What makes clinical trials so expensive 16:26 - Parsing and processing clinical trial data 18:04 - Challenges with traditional evaluation metrics 21:28 - Importance of domain experts in the evaluation process 24:35 - Collaboration between domain experts and engineering 31:26 - Building a graph-based knowledge system 34:27 - Roles and skillsets required 38:06 - Lessons learned building LLM products 40:56 - Discussion on AI capabilities and limitations 46:07 - Is AI overhyped or underhyped
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