3 papers
cs.CL2026
An Agentic Generative Large Language Model for Treatment Planning of Colorectal Cancer
Mengxian Lyu, Cheng Peng, Tim Jang +18
Treatment planning in precision oncology requires synthesizing heterogeneous patient information with rapidly evolving clinical guidelines to ensure guideline-concordant care. Whil…
cs.CL2026
UniD: A Knowledge Graph-Enhanced RAG Framework for Drug-Disease Discovery and Reasoning
Qing Wang, Tianshi Liu, Minghao Zhou +5
Systematic characterization of drug-disease relationships is essential for drug discovery and repurposing, yet is hindered by the heterogeneity and rapid growth of biomedical liter…
cs.CY2026
Clinical Reasoning AI for Oncology Treatment Planning: A Multi-Specialty Case-Based Evaluation
Philippe E. Spiess, Md Muntasir Zitu, Alison Walker +33
Background: More than 80% of U.S. cancer care is delivered in community settings, where survival remains worse than at academic centers. Clinicians must integrate genomics, staging…