The FDA has now authorized well over a thousand AI-enabled medical devices, with radiology dominating the list. The regulatory path is proven — which changes the strategy conversation for every health-tech builder.
Where clearances cluster
Imaging triage and detection lead by far, followed by cardiology and neurology applications. Most authorizations arrive via the 510(k) pathway by demonstrating equivalence to a predicate device.
What clearance does and doesn’t mean
Clearance validates safety and intended use — it does not guarantee clinical adoption, reimbursement, or workflow fit. Plenty of cleared algorithms sit unused because they ignored the radiologist’s day.
Lessons for builders
Design the regulatory strategy alongside the model, lock your data pipeline for reproducibility, and plan post-market monitoring early. Datastrel advises health-tech teams on the data and MLOps foundations that regulatory submissions demand.