MultiDx integrates evidence from web search, SOAP cases, and clinical databases in a two-stage process to improve LLM diagnostic reasoning and alignment with clinical trajectories.
- A ranked list of suspected diseases, ordered by confidence (from highest to lowest), based on the degree of support across sources
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MultiDx: A Multi-Source Knowledge Integration Framework towards Diagnostic Reasoning
MultiDx integrates evidence from web search, SOAP cases, and clinical databases in a two-stage process to improve LLM diagnostic reasoning and alignment with clinical trajectories.