2 papers
cs.AI2025
Knowledge Elicitation with Large Language Models for Interpretable Cancer Stage Identification from Pathology Reports
Yeawon Lee, Christopher C. Yang, Chia-Hsuan Chang +1
Cancer staging is critical for patient prognosis and treatment planning, yet extracting pathologic TNM staging from unstructured pathology reports poses a persistent challenge. Exi…
cs.AI2025
Automated Clinical Problem Detection from SOAP Notes using a Collaborative Multi-Agent LLM Architecture
Yeawon Lee, Xiaoyang Wang, Christopher C. Yang
Accurate interpretation of clinical narratives is critical for patient care, but the complexity of these notes makes automation challenging. While Large Language Models (LLMs) show…