A multimodal evidence-driven framework for clinical decision support in cognitive impairment.
The Multimodal Evidence-Driven Reasoning Framework (MEDRF), which integrates a Multimodal Hierarchical Cascade classifier with a retrieval-augmented large language model (RAG-LLM) for evidence-guided reasoning, provides a robust interpretable framework for decision support, particularly in incomplete or diagnostically ambiguous presentations.