The American College of Radiology (ACR) has outlined several conditions it would like the U.S. Food and Drug Administration (FDA) to impose if it moves forward with a radiology AI manufacturer's petition to exempt certain AI-enabled computer-aided detection, diagnosis, and triage devices from the 510(k) clearance process.
The ACR's recommendations include the following:
- Narrowing which manufacturers and devices qualify for the exemption
- Ensuring end users have appropriate clinical qualifications
- Increasing device transparency before and after products reach the market
- Enhancing the FDA's direct visibility into exempted devices and companies' compliance
- Requiring ongoing participation in third-party registries that monitor AI performance
- Routinely reviewing the exemption pathway for safety and effectiveness concerns
The FDA is considering allowing certain radiology AI tools to bypass FDA premarket notification procedures if developers meet added conditions, including post-market monitoring, enhanced user transparency, and site distribution limitations.
Facing a fast statutory review timeline, the FDA is expected to issue a decision within the next few months, according to the ACR.












![A normal mammogram confirmed by three-year radiologic follow-up illustrates reader-marked regions of interest (ROIs) during (A) unaided (round 1) and (B) artificial intelligence (AI)–assisted (round 2) reading. Each colored dot represents an ROI for recall by a human reader. Readers could mark more than one ROI per case, represented by multiple dots of the same color. During AI-assisted reading, the AI system displayed three visible prompts: two with suspicion of malignancy scores of 35% (left mediolateral oblique [L MLO] and craniocaudal [L CC]) and one with a suspicion of malignancy score of 10% (right craniocaudal [R CC]), shown as polygonal overlays. Without AI, six of 10 readers (60%) marked a false-positive ROI. With AI assistance, this fell to two of 10 (20%). R MLO = right mediolateral oblique.](https://img.auntminnie.com/mindful/smg/workspaces/default/uploads/2026/07/2026-07-14-radiology-mammogram-ai-auto-bias.H0bYO8QlWs.jpg?auto=format%2Ccompress&fit=crop&h=112&q=70&w=112)






