A Scalable Multi-Layer AI Adoption Model to Support the Comprehensive Goals of 6P Medicine

Stud Health Technol Inform. 2025 Oct 2:332:273-277. doi: 10.3233/SHTI251543.

Abstract

Developing a scalable multi-layer AI adoption model for 6P medicine (Predictive, Preventive, Personalized, Participatory, Precision-oriented, and Public-centered) requires careful consideration of computational infrastructure, data processing and integration, healthcare-specific requirements, security and privacy, performance optimization, and system interoperability. The described multi-layer architecture in this work provides a flexible conceptual model to accommodate the diverse needs of AI implementation in different healthcare domains while maintaining scalability, security, governance, and efficiency.

Keywords: AI Integration; Artificial Intelligence; Personalized Medicine.

MeSH terms

  • Artificial Intelligence*
  • Computer Security
  • Electronic Health Records / organization & administration
  • Humans
  • Precision Medicine* / methods