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:
- Image processing and Quality Control for the first 10,000 brain imaging datasets from UK Biobank
- Automatic quality assessment in structural brain magnetic resonance imaging
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?