"OncoAgent: A Dual-Tier Multi-Agent Framework for Privacy-Preserving Oncology Clinical Decision Support"
Researchers introduce OncoAgent, an open-source clinical decision support system for oncology that combines a dual-tier language model architecture with a multi-agent framework to provide privacy-preserving and accurate treatment recommendations. The system is designed to address the limitations of existing AI-assisted clinical decision support systems, including hallucinated recommendations and cloud API dependency. OncoAgent has achieved a 100% success rate in post-fix CRAG document grading with a mean RAG confidence score of 2.3+.