Radiology Guideline-derived Decision Graph for Efficient Clinical Decision Support
arXiv:2610.40327v1 Announce Type: cross Abstract: Radiological risk stratification and management planning are essential downstream tasks in medical imaging. Automating these tasks is challenging because clinical guideline criteria are distributed across prose, tables, and cross-referenced definitions. We present Guideline-derived Decision Graph (GDGraph), a framework that decouples guideline compilation from case evaluation. During compilation, a large language model partitions guidelines into…