Hospitals need subgroup tests to uncover medical AI bias
The International Medical Device Regulators Forum made representative data, independent testing and post-deployment monitoring part of its 2025 medical AI principles. Hospitals can turn those principles into subgroup tests that report uncertainty, site effects and failure costs instead of relying on one overall score.