Precision oncology requires accurate biomarker-driven treatment guidance, yet LLMs often lack up-to-date clinicogenomic knowledge. Jun et al. develop a dynamically updated context-augmented LLM framework that improves biomarker-driven treatment recommendations compared to LLM-only approaches, achieving up to 93% accuracy on real-world queries and providing an adaptable framework for LLM deployment in oncology.
Precision oncology requires accurate biomarker-driven treatment guidance, yet LLMs often lack up-to-date clinicogenomic knowledge. Jun et al. develop a dynamically updated context-augmented LLM framework that improves biomarker-driven treatment recommendations compared to LLM-only approaches, achieving up to 93% accuracy on real-world queries and providing an adaptable framework for LLM deployment in oncology.