Pretraining an MRI quality classifier on synthetic motion regression beats training from scratch on real, highly unbalanced quality labels.
The models performed similarly on the test set, indicating good generalization to unseen data (Figure 3)
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Improving Quality Control Of MRI Images Using Synthetic Motion Data
Pretraining an MRI quality classifier on synthetic motion regression beats training from scratch on real, highly unbalanced quality labels.