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Overview of the groups of QA-for-AI approaches
| Approach | Means | Situation | Purpose |
|---|---|---|---|
| Supervised local performance evaluation | Computation | Separate | Identify |
| Input and output data shift detection | Computation | Separate | Identify |
| Auxiliary human/AI triage | Computation | Within | Act |
| Interactive verification | Procedure | Within | Act |
| Manual spot check review | Procedure | Separate | Identify |
| Clinical output analysis | Computation | Separate | Identify |
| Issue-targeted scrutiny | Computation | Separate | Act |
