AI RESEARCH
MedVerse: Efficient and Reliable Medical Reasoning via DAG-Structured Parallel Execution
arXiv CS.LG
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ArXi:2602.07529v3 Announce Type: replace Large language models (LLMs) have nstrated strong performance and rapid progress in a wide range of medical reasoning tasks. However, their sequential autoregressive decoding forces inherently parallel clinical reasoning, such as differential diagnosis, into a single linear reasoning path, limiting both efficiency and reliability for complex medical problems.