MedAgent-Pro introduces a novel framework integrating multi-modal large language models with an agentic workflow to enhance medical diagnostic capabilities.

• Combines visual perception with medical reasoning through specialized agents
• Implements a structured diagnostic workflow mimicking clinician decision-making
• Demonstrates superior performance on both 2D and 3D medical diagnosis tasks
• Incorporates evidence-based reasoning for transparent and explainable results

This research represents a significant advancement in AI-assisted medical diagnosis, providing clinicians with reliable, explainable diagnostic support across multiple imaging modalities while maintaining human oversight in critical healthcare decisions.

MedAgent-Pro: Towards Multi-modal Evidence-based Medical Diagnosis via Reasoning Agentic Workflow