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Model monitoring Quality Assurance (QA) measures during clinical use of machine learning applications.
| #Responders | |
|---|---|
| Assessment of edits/modifications | 4 |
| Model constancy testing/ end-to-end performance | 2 |
| AI workflow as parallel process for offline assessment | 2 |
| Time saving analysis for first clinical patients | 1 |
| Home-made application for QA of upgrades (contouring) | 1 |
| Checksum checks (contouring and planning) | 1 |
| Six-month check with a shadow database (synthetic CT) | 1 |
