[shiandow]

I would definitely be wary using the more advanced super resolution schemes. It took some work preventing it from drawing faces everywhere.

MRI is already a form of compressed sensing, I would much prefer statistical forms of super resolution to ones based on training data. Even if it is only trained on MRIs it will see some noise and plausibly expand it into whatever disease fits.