How Not to Miss Cancer Due to a Broken Configuration: Testing and Monitoring of Medical AI

The quality of medical AI cannot be measured by a single offline metric — the error may lie in the data, configuration, preprocessing, integration, or infrastructure of the client. Using real files, I'll show you how we test the entire research path and why we consider monitoring to be part of testing.