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. 2021 Aug 9;55(2):480–490. doi: 10.1002/jmri.27879

FIGURE 1.

FIGURE 1

Graphical representation of the analysis pipeline. Individual slices from a given sequence are preprocessed (including normalization and voxel resampling, and data augmentation) and subsequently fed to the CNN algorithm that assigns a classification label to every slice. Classification results for all slices from the same sequence are then aggregated by means of a majority vote aggregation function, so that a classification label is assigned to the entire acquired sequence.