Fig. 3.

Dice curves reaching the best overlap between the brain region altered in the synthetic data for heatmaps and SVM activation patterns; (A) for the single subject data set, and (B) for the whole cohort data set. ModelD4l2 achieved the best accuracy for both datasets. ModelE8-12 achieved the best accuracy among the residual networks for single subject data and ModelE8-28 for whole cohort data. Only the best SVM model is shown. s0 indicates a heatmap that was unsmoothed, s1 indicates a heatmap smoothed by a Gaussian kernel of 1 mm FWHM, and s2 indicates a 2 mm FWHM smoothing.