When Clinical Notes Cannot Move: Designing NLP for Multi-Institutional Research
Webinar
Clinical NLP works well when the data stays in one place. But what happens when oncology research spans institutions where notes can't move and annotations can't be pooled? This talk explores how to choose between centralized, federated, and hybrid approaches, and what it takes to keep LLM and agentic workflows reliable as models, documentation, and environments change.