SkinGPT-X: A Self-Evolving Collaborative Multi-Agent System for Transparent and Trustworthy Dermatological Diagnosis

1. 1Utilize a multi-agent system to address the limitations of monolithic LLMs in dermatological diagnosis
2. 2Implement self-evolving capabilities to adapt to new data and improve diagnostic accuracy
3. 3Integrate transparent and explainable diagnostics to facilitate clinical reasoning and trust
4. 4Evaluate the system's performance on fine-grained, large-scale multi-class diagnostic tasks and rare skin disease diagnosis

AI engineers and researchers on a healthcare team can benefit from SkinGPT-X as it provides a more transparent and explainable approach to dermatological diagnosis, while clinicians can trust the system's output due to its interpretability and traceability

💡 A collaborative multi-agent system can provide more transparent and explainable diagnostics than monolithic LLMs

🚀 SkinGPT-X: A self-evolving multi-agent system for transparent & trustworthy dermatological diagnosis 💡