MDTeamGPT: Revolutionizing Medical Consultations
A Self-Evolving Multi-Agent Framework for Collaborative Medical Decision-Making
MDTeamGPT is an innovative LLM-based multi-agent framework designed to address the challenges of multi-disciplinary team medical consultations with improved efficiency and accuracy.
- Utilizes a self-evolving approach to optimize consultation workflows
- Implements dynamic memory management to reduce cognitive burden on the model
- Features specialized medical agents collaborating across disciplines
- Demonstrates superior performance on medical datasets like MedQA and PubMedQA
This research is significant for clinical settings by enhancing diagnostic accuracy while reducing the time and resources needed for complex medical cases. The framework offers a scalable approach to bringing multi-disciplinary expertise to patient care even in resource-constrained environments.