Panels at the European Congress of Radiology offered the clearest picture yet of how the EU AI Act and revised MDR guidance will interact for imaging tools — and what's still unresolved.
A new generation of evaluation frameworks puts the burden on vendors to show real-world performance — and several health systems are now refusing to deploy without one.
Every productivity gain in the reading room has been absorbed into higher volumes, not better reads. It is time to ask whether that's actually the deal we want.
After two years of trying to make probabilistic outputs useful at the workstation, our group is converging on a different idea. It is less elegant, and it works better.
The clearance covers a generalist model trained across multiple anatomies, signaling a shift away from narrow single-finding tools — though clinical deployment patterns remain unsettled.
Revised criteria from the U.S. Preventive Services Task Force lower the starting age and pack-year threshold, a change radiology leaders say could double scan volumes within five years.
Several large groups are piloting shared subspecialty staffing arrangements with smaller practices — an answer to coverage gaps that some leaders worry could remake the labor market.
Strong demand for CT and ultrasound, plus a return to growth in China, fueled the quarter — though management warned of softer service margins ahead.
CMS finalized a set of measure additions and topped-out retirements that meaningfully shift the reporting burden — practice administrators say smaller groups will feel it the most.
A multicenter European study reports a 38 percent reduction in radiation dose at non-inferior diagnostic accuracy, pushing the technology closer to mainstream cardiac workflows.
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