This research examines how open-source AI foundation models can revolutionize healthcare applications despite lagging behind proprietary systems like GPT-4.

• Analyzes the unique potential of open models for transparent medical applications
• Explores frameworks for personalized medication prescriptions
• Presents a comprehensive taxonomy of healthcare LLMs
• Addresses ethical considerations and security risks specific to medical AI applications

This work is significant because it bridges the gap between cutting-edge AI technology and healthcare practice, potentially democratizing access to advanced medical AI tools while maintaining transparency and ethical standards.

Original Paper: Open Foundation Models in Healthcare: Challenges, Paradoxes, and Opportunities with GenAI Driven Personalized Prescription