Table 3 Tissue volumes based on SynthSeg segmentations
From: Realistic morphology-preserving generative modelling of the brain
Dataset | Model | Grey matter | White matter | CSF |
|---|---|---|---|---|
UKB | Real | 568.02 (40.30) mm3 | 473.03 (44.97) mm3 | 373.85 (37.90) mm3 |
UKB | Ours | 562.02 (35.74) mm3 | 475.88 (40.61) mm3 | 363.05 (26.12) mm3 |
UKB | HA-GAN12 | 544.14 (33.86) mm3 | 465.62 (45.49) mm3 | 383.08 (23.84) mm3 |
UKB | CCE-GAN10 | 407.31 (130.66) mm3 | 388.15 (100.04) mm3 | 323.31 (56.13) mm3 |
UKB | LS-GAN34 | 442.84 (1.38) mm3 | 413.42 (1.15) mm3 | 372.65 (1.35) mm3 |
ADNI | Real | 510.58 (55.04) mm3 | 425.43 (52.75) mm3 | 418.88 (40.42) mm3 |
ADNI | Ours | 513.21 (33.10) mm3 | 442.91 (31.91) mm3 | 402.04 (19.69) mm3 |
ADNI | HA-GAN12 | 505.91 (36.25) mm3 | 441.22 (35.06) mm3 | 405.43 (27.22) mm3 |
ADNI | CCE-GAN10 | 502.08 (17.89) mm3 | 428.17 (8.81) mm3 | 400.45 (17.65) mm3 |
ADNI | LS-GAN34 | 439.70 (1.68) mm3 | 404.96 (1.39) mm3 | 419.97 (3.08) mm3 |