Research
Clinical & Applied NLP
Applying LLMs to high-stakes medical decision narratives, including thematic analysis of heart transplant exception requests.
A collaboration with Cornell Medicine analyzing the narrative justifications doctors write when requesting exceptions to the heart transplant allocation policy. Using LLMs for thematic analysis, we surface recurring argument patterns across thousands of requests — work with direct implications for allocation-policy design.