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

  1. Data are presented as the median with the interquartile range in parentheses. For ease of reading the volume is presented as a multiple of 103.