Danielle Bitterman

Danielle Bitterman is a radiation oncologist who has conducted seminal evaluations of large language models for oncology clinical text tasks. Her research has systematically benchmarked GPT-4 and other LLMs on extracting radiation treatment details, cancer staging, and clinical trial eligibility from oncology notes. She has identified both the promise and limitations of general-purpose LLMs for specialized cancer NLP applications.