Deploy
Working Group
Mission Statement
This working group aims to define how to close the existing gap from research and development to clinical production environments by bringing AI models into medical applications and clinical workflows with the end goal of helping improve patient care. The focus includes defining the open high-level functional architecture and determining which components and standard APIs are required. By collaborating with the MONAI developers, the group will move from requirements to implemented solutions.
Initiatives
Current Projects
- • Development of the MONAI Deploy SDK for model packaging
- • Implementation of standardized deployment workflows
- • Creation of reference architectures for clinical deployment
- • Integration with existing hospital PACS and RIS systems
Upcoming Focus Areas
- • Enhanced security and compliance frameworks
- • Performance optimization for edge deployment
- • EHR integration standards and protocols
- • Multi-site deployment orchestration
Group Leads
Barbaros Selnur Erdal
Technical Director, Center for Augmented Intelligence in Imaging
Mayo Clinic
Deploy Working Group Chair
Resources
Development Resources
Collaboration Opportunities
Development Contributions
- • Contribute to the development of deployment solutions through our GitHub repository
- • Share your clinical deployment experience and requirements
- • Participate in defining standards and best practices
Research & Standards
- • Join our regular working group meetings
- • Contribute to deployment best practices
- • Help shape the future of medical AI deployment