publications
From Text to Treatment: Automated Identification of Airway Events and Referral Patterns in Lung Cancer Imaging Using Locally Deployed CPU-Only LLMs
CPU-only LLM pipeline (LLaMA3.1-8B, Qwen3-4B with DSPy / MIPROv2) to classify lung cancer CT reports by specialty referral category; analyzed 370 clinically annotated reports at MSK.