Building a Healthcare & Life Sciences Knowledge Graph with Synthea & ChatGPT — Franz, Inc | KGC 2023

In this podcast, Jans Aasman, a trailblazer in knowledge graphs, explores their role in healthcare and how Large Language Models (LLMs) are integrated into this field. The discussion delves into two main topics: a user-friendly healthcare knowledge graph created from the Cynthia dataset, which comes with pre-built queries for hospitals, and the groundbreaking application of ChatGPT to enhance these knowledge graphs and produce medical notes. Aasman points out that knowledge graphs simplify complex queries by nearly 100 times and enable access to patient data from various databases, which are significant advantages. He showcases practical examples of using LLMs for identifying causal chains and generating medical notes, all while stressing the importance of human validation to reduce inaccuracies.