Healthcare work mainly focuses on providing services to the public, addressing the impact of diseases, ensuring people's living standards and health. The application of modern technology in the new era offers more support for this work, including artificial intelligence. This article first analyzes the advantages of AI applications in healthcare in the new era, then explores its application adjustments based on this. Finally, combining the above content, it discusses suggestions for addressing related challenges, including strengthening information security management, establishing standardized maintenance systems, emphasizing targeted applications, optimizing system construction, and improving healthcare linkage capabilities, aiming to address current work issues, leverage the advantages of AI technology, and promote the steady development of healthcare.