Automated tool to detect artefacted image (can use the 'exclude.yaml' files)

[jcohenadad]

As we are building our internal MRI database, we progressively list the images that have excessive artifacts in the file exclude.yaml. We should exploit that information and train a model that automatically detects if an images has excessive artifact. When processing large cohorts, that information would be very useful to have.

Todo: make sure that our exclude.yaml uses the same vocabulary to identify artifacts.

[plbenveniste]

That's a very nice and useful idea. With the numerous problematic images in CanProCo, I think it can easily be trained (at least on the PSIR contrast : examples here).

[valosekj]

Great idea! Cross-referring #5.