AI RESEARCH
Guideline2Graph: Profile-Aware Multimodal Parsing for Executable Clinical Decision Graphs
arXiv CS.LG
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ArXi:2604.02477v1 Announce Type: cross Clinical practice guidelines are long, multimodal documents whose branching recommendations are difficult to convert into executable clinical decision (CDS), and one-shot parsing often breaks cross-page continuity. Recent LLM/VLM extractors are mostly local or text-centric, under-specifying section interfaces and failing to consolidate cross-page control flow across full documents into one coherent decision graph.