This research provides a comprehensive roadmap for effectively integrating large language models into healthcare systems while addressing critical implementation challenges.

• Streamlines clinical workflows and administrative tasks through AI assistance
• Enhances patient engagement and clinical decision-making processes
• Establishes tailored strategies for development, adaptation, and evaluation
• Addresses data privacy and regulatory compliance requirements

This research matters because it bridges the gap between AI innovation and healthcare practicality, providing healthcare organizations with guidance for responsible LLM implementation that can improve efficiency while maintaining clinical safety and data security.

Large Language Models in Healthcare