
“What’s Not in Your Data?” — Healthcare, NLP, and Keeping Humans in the Loop, with Prof. Karin Verspoor
From The Loop Asia by Jon Scheele
February 11, 2026 · 26 min · Season 4 · Episode 1
About this episode
Prof. Karin Verspoor discusses the importance of structured vocabularies in healthcare and the irreplaceable role of domain expertise in AI.
From molecular biology to electronic health records, Prof. Karin Verspoor discusses why structured vocabularies still matter in the age of LLMs — and why domain expertise is the one thing AI can’t replace. GuestProfessor Karin Verspoor, Executive Dean of Computer Science, RMIT University Keywordsnatural language processing, healthcare analytics, structured data, unstructured data, medical terminology, UMLS, SNOMED, ICD, electronic health records, AI governance, human-in-the-loop, knowledge re...
People in this episode
Host: Jon Scheele
Guest: Prof. Karin Verspoor
Topics covered
- healthcare
- natural language processing
- AI governance
- structured data
- human-in-the-loop
Keywords
- natural language processing
- healthcare analytics
- structured data
- unstructured data
- medical terminology
- AI governance
- human-in-the-loop
Mentioned in this episode
Organizations: RMIT University
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