AI in Radiology Explained: From Pilot Projects to Real Clinical Deployment | Dr. Franz Pfister

تفصیل

AI in healthcare is everywhere — but very little of it actually works in real clinical environments.In this episode of Imaging Informatics Unplugged, Jason Nagels sits down with Dr. Franz Pfister, physician, data scientist, and CEO of deepc, to discuss what it really takes to operationalize AI in radiology and healthcare workflows.They explore why model accuracy alone isn’t enough, how hospitals deploy AI safely at scale, and what separates real operational AI from marketing hype.If you work in enterprise imaging, radiology, PACS, VNA, healthcare IT, or clinical AI, this conversation is essential⸻What You’ll LearnWhy most healthcare AI pilots never become operationalThe difference between model performance and workflow integrationHow AI is deployed safely inside clinical environmentsPrivacy, governance, and regulatory challenges (GDPR, AI Act)Performance drift and real-world AI reliabilityAgentic AI in healthcare: hype vs realityHow AI will reshape roles in radiology and imaging informatics• Treating AI as infrastructure, not just a tool⸻About the GuestDr. Franz MJ Pfister is a medical doctor, data scientist, and entrepreneur working at the intersection of AI, healthcare, and clinical operations. He studied medicine at Ludwig Maximilian University of Munich and Harvard Medical School, holds a doctorate in neuroscience, an MBA, and a Master’s in Data Science. He is CEO and co-founder of deepc, a company focused on operational AI infrastructure for radiology.⸻About Imaging Informatics UnpluggedImaging Informatics Unplugged explores enterprise imaging strategy, interoperability, PACS, VNA, clinical workflows, healthcare AI, and the future of medical imaging technology.Hosted by Jason Nagels of Nagels Consulting.⸻Learn More Website: https://www.nagelsconsulting.comBook a Meeting with Jason https://meetings.hubspot.com/jason-nagelsWatch on YouTube: https://www.youtube.com/@NagelsConsulting⸻Courses & Training in Imaging Informatics Nagels Consulting provides professional training in:Enterprise ImagingImaging Informatic