Radiology Rewired
Radiology Rewired explores the transformation of modern medical imaging and highlights the voices who are living and leading that change. Hosted by Vivek Singh, MD, Neuroradiologist, MUSC, the podcast features meaningful conversations with radiologists, innovators, and healthcare executives examining how clinical practice, technology, and workflow are being rewired to meet rising clinical demands
This is where imaging’s next chapter takes shape.
Radiology Rewired
What’s Next Tech? | Radiology Rewired
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In Episode 5 of Radiology Rewired, Dr. Vivek Singh speaks with Dr. David Stoffel, Chief Business Officer at RapidAI, about what changes when clinical AI moves beyond pilots and becomes part of a hospital’s core infrastructure.
Rather than focusing on whether AI works, the conversation looks at how hospitals operationalize AI at scale. Dr. Stoffel shares perspective from across medicine, business, and healthcare technology to explain why leadership decisions, governance models, and shared access determine whether AI actually shapes clinical decisions.
Topics include how hospitals move from isolated tools to platforms, why efficiency gains alone rarely justify investment, and what it takes to embed AI into real workflows without adding friction for clinicians.
This episode offers a practical, execution-focused view of how clinical AI becomes a durable, system-wide capability inside complex healthcare organizations.
Chapters:
00:00 – Introduction: when clinical AI becomes infrastructure
01:10 – Moving beyond AI pilots
02:30 – Why efficiency does not equal impact
03:50 – How hospitals operationalize AI decisions
05:10 – Leadership, governance, and shared access
06:40 – Why integration across specialties matters
08:15 – Stroke care as an infrastructure model
10:05 – Predictive AI and decision-making at scale
12:20 – Avoiding cognitive burden in AI deployment
14:20 – What clinical AI looks like when it sticks
