AI for Imaging Informatics IT: Building Intelligent Systems for Better Care

The rapid growth of AI in medical imaging is reshaping the role of imaging informatics professionals. This course provides a foundational understanding of AI concepts, workflows, and governance. Participants will learn about the AI lifecycle, from dataset curation to model deployment, as well as the historical evolution of AI. Key methodologies such as machine learning, deep learning, large language models, and natural language processing will be explored with a focus on their applications in imaging informatics.

The course also covers best practices for AI governance, technical implementation, and clinical integration. Participants will examine key challenges, including ethical concerns and bias reduction, while gaining insights into real-world use cases.

Key topics

• AI Governance & Ethics – Regulatory frameworks, patient safety, bias mitigation, and legal considerations.
• Technical Implementation – Model development, validation, monitoring, and performance evaluation.
• Clinical Applications – AI-driven workflow automation, decision support tools, and diagnostic advancements in radiology, cardiology, pathology, and ophthalmology.
• Challenges & Future Considerations – Optimizing AI result presentation, managing human-AI interactions, and addressing ethical concerns.

Objectives

• Describe and differentiate common AI terminology.
• Recognize common use cases of AI in imaging.
• Execute a detailed implementation plan for AI systems.
• Evaluate the ongoing effectiveness of AI algorithms.
• Understand regulatory requirements and quality control processes.

Continuing Education

Technologists – An application will be submitted through the American Society of Radiologic Technologist (ASRT) to provide Category A CE credits for this course.

Imaging Informatics Professionals – Five (6) hours of SIIM Imaging Informatics Professional credits will be available to track continuing education for CIIP certification eligibility requirements for the American Board of Imaging Informatics (ABII) for both the SIIM Annual Meeting program and Epic Users Group Meeting.

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• FREE live & on-demand webinars 
• Unlimited CE learning opportunities at no extra cost  
• Discounted conferences and training
• Complimentary Journal of Imaging Informatics in Medicine