Clinical Calculator Chatbots: Enhancing Medical Decision Support
Combining LLMs with verifiable clinical calculators for 100% accuracy
This research introduces a purpose-built clinical calculator chatbot that integrates verifiable clinical calculators with Large Language Models, achieving perfect accuracy compared to unassisted LLMs.
- Leverages LLM tools to execute verified calculator software
- Uses Retrieval Augmented Generation (RAG) to incorporate calculator metadata
- Achieves 100% accuracy on clinical calculation tasks
- Maintains reliable performance when handling complex medical shorthand
This innovation matters for healthcare by ensuring medical calculations remain trustworthy in conversational AI interactions, potentially reducing errors and improving clinical workflow efficiency.