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Is there any standard process to assess the quality of MRI images? The goal is to automatically detect really poor quality data (and then manually confirm the defects).

I found some studies about automatic quality control of MRI:

Yet, I am looking for an easy to implement solution (taking the raw - unprocessed - images as input), or an existing tool available for researchers.

Is there a state of the art algorithm or tool for this purpose?

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