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. Author manuscript; available in PMC: 2021 Jun 1.
Published in final edited form as: Magn Reson Med. 2019 Nov 22;83(6):2310–2321. doi: 10.1002/mrm.28077

Fig. 6:

Fig. 6:

The purpose of these results was to explore the effect of N, the number of volunteers, on predicted T1 (a-b) and T2 (c-d) values. The number of subjects was varied from its actual (maximal) value of 8 all the way down to 2, whereby data from only one volunteer would be used for training and one for validation purposes. Reference T1 and T2 values are tagged with ‘ref’ for comparison. Overall, there were no drastic observable effect/improvement as N is increased beyond two possibly because: 1) each volunteer contributes about 12,000 signal-containing voxels, 2) the NN is fairly simple and trained on a per-voxel basis, 3) the main limiting factor at this point might be the spatial alignment of MPME and training data, an effect that might hide more subtle N-related effects.