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cs.AI2026
DDIAgents: Mechanism-Conditioned Context Flow for Drug-Drug Interaction Prediction
Zhenqian Shen, Yu Liu, Xiaoyi Fu +1
Drug-drug interaction (DDI) prediction is essential for medication safety, yet it requires reasoning over heterogeneous biomedical evidence whose relevance changes across interacti…
cs.AI2025
Case-Based Reasoning Enhances the Predictive Power of LLMs in Drug-Drug Interaction
Guangyi Liu, Yongqi Zhang, Xunyuan Liu +1
Drug-drug interaction (DDI) prediction is critical for treatment safety. While large language models (LLMs) show promise in pharmaceutical tasks, their effectiveness in DDI predict…