Daniel Smolyak

Scalable extraction of social determinants of health from clinical notes in a sepsis cohort using instruction-tuned language models.

These findings support the feasibility of leveraging LLMs to enrich EHRs with structured SDOH data, providing a scalable approach for incorporating social context into downstream risk stratification and health outcome prediction.