From PDF to Evidence: Structure-Aware Retrieval for Clinical Practice Guidelines
cs.IR, cs.CV
Submitted: 2026-09-27
Updated: 2026-09-27
Terminology
Sources
- SPIRE: Structure-Preserving Interpretable Retrieval of Evidence
- SEM-RAG: Structure-Preserving Multimodal Graph Compilation and Entropy-Guided Retrieval for Telecommunication Standards
- Guideline2Graph: Profile-Aware Multimodal Parsing for Executable Clinical Decision Graphs
- MedDM:LLM-executable clinical guidance tree for clinical decision-making
- DeepSeek-OCR: Contexts Optical Compression
- dots.ocr: Multilingual Document Layout Parsing in a Single Vision-Language Model
- Unlimited OCR Works
- Grounding Large Language Models in Clinical Evidence: A Retrieval-Augmented Generation System for Querying UK NICE Clinical Guidelines
- A Decade-Scale Benchmark Evaluating LLMs' Clinical Practice Guidelines Detection and Adherence in Multi-turn Conversations
- Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models
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