Filed under ai-workflow.

The Second Read That Happens Before You Press Send

A study published in Radiology found that general radiologists using an AI-driven workflow matched subspecialist cancer detection rates across nearly 578,000 scans. The result is real, but detection rate is not throughput — and the staffing crisis driving 2.5% annual attrition in radiology remains unmeasured. The clinical win and the capacity win require different budgets; the trial answered only one.