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Episode overview
What does it actually take to implement AI in radiology — at scale, in the real world?
Not in a lab. Not in theory. In a 4,000-radiologist practice covering hospitals across the country.
In the Season 2 premiere of Radiology Rewired, host Dr. Vivek Singh (Neuroradiologist, MUSC)
sits down with Dr. Ryan Harvey — practicing radiologist, Clinical Assistant Professor at Florida State University, and President of Radiology Associates of Florida — to unpack the real mechanics, human friction, and future of AI-powered radiology.
From ambient dictation and multimodal vision-language models to care coordination and AI governance, this conversation doesn't shy away from the hard questions: Are we training residents wrong? Will AI displace radiologists? And what does a true AI platform actually look like vs. a pile of disconnected tools?
This is the conversation every radiologist, radiology trainee, and healthcare AI leader needs to hear.
Not in a lab. Not in theory. In a 4,000-radiologist practice covering hospitals across the country.
In the Season 2 premiere of Radiology Rewired, host Dr. Vivek Singh (Neuroradiologist, MUSC)
sits down with Dr. Ryan Harvey — practicing radiologist, Clinical Assistant Professor at Florida State University, and President of Radiology Associates of Florida — to unpack the real mechanics, human friction, and future of AI-powered radiology.
From ambient dictation and multimodal vision-language models to care coordination and AI governance, this conversation doesn't shy away from the hard questions: Are we training residents wrong? Will AI displace radiologists? And what does a true AI platform actually look like vs. a pile of disconnected tools?
This is the conversation every radiologist, radiology trainee, and healthcare AI leader needs to hear.
Episode highlights
:09
Welcome back to Season 2
1:05
Dr. Ryan Harvey joins the conversation
5:12
How AI tools are validated before deployment
8:42
What AI is already changing in practice
10:03
Report generation and ambient dictation
14:24
Better communication with clinicians
15:29
What it means to be an AI-empowered radiologist
21:39
Rapid AI’s platform vision
24:10
Will AI change radiology volume and workload?
29:05
Maximally attentive, minimally fatigued
32:30
The next wave is integrating AI
35:24
Change management and adoption friction
43:43
What this means for training the next generation
51:00
Screening, access, and volume growth
59:58
What “platform” means in practice
1:05:06
Trust, drift, and postmarket surveillance
1:10:18
Closing thoughts