Fig. 2: Dice scores of tissue segmentations of deepmriprep and CAT12 in OpenNeuro-Total with worst-case segmentation examples.
From: deepmriprep: voxel-based morphometry preprocessing via deep neural networks
a, Dice scores between deepmriprep and CAT12 across all 8,279 MRI scans from OpenNeuro with respect to the CSF, GM, WM and foreground (mean of CSF, GM and WM). Violin plot density traces terminate exactly at the observed minima and maxima, and the superimposed box plots represent 25th percentile (lower), median (center) and 75th percentile (upper) with whiskers extending to data points within 1.5× IQR of the quartiles. b, MRI input (first row) and tissue segmentation map (deepmriprep: second row, CAT12: third row) which resulted in the 0.0, 0.1, 0.2, 0.3 and 0.4 percentile foreground Dice scores across all 8,279 MRI scans.
