The Growing Need for Machine Learning Operations

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Clinical image-centric specialties increasingly integrate AI-based Intelligent Processing Modules (IPMs) into their traditional workflows. As the number of these IPMs grows and they interact in cascades, influencing clinical decisions and patient care, traditional medical imaging workflows become obsolete. Managing numerous IPMs demands entirely new systems, posing challenges in reliability and scalability. Despite the current lack of attention, the need for medical imaging or clinical medicine Machine Learning Operations positions will likely rise as healthcare leaders recognize their crucial role in safely deploying clinical AI at scale. This conversation-based webinar will focus on the growing need around this topic.

Additional Resources

• Beyond Algorithms: Insights on The Growing Need For Machine Learning Operations

CE Credit

SIIM has approved this activity for 1.0 hours of SIIM IIP Credits towards certification and re-certification by the American Board of Imaging Informatics (ABII).