THGAgents: Traceable Biomedical Hypothesis Generation via Dynamic Causal Reasoning
THGAgents utilizes collaborative and dynamically updating agents to build a Traceable Causal Knowledge Graph, which serves as the foundation for the evidence-based knowledge structure and employs an LLM-driven heuristic search algorithm to traverse the complex network, balancing both novelty and rigor to deduce strict, evidence-based mechanistic causal chains.
Mingjia Yang, Kunhua Dong, K. Lim et al.
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