Single-shell HARDI (ds000114)

Source: OpenNeuro ds000114sub-01/ses-test/dwi/sub-01_ses-test_dwi.nii.gz

Note

64 directions at b=1000 s/mm² (milder than textbook high-b HARDI).

Predicted diffusion volumes for the Single-shell HARDI (ds000114) dataset, across every applicable model in both LOVO (leave-one-volume-out, holding out the predicted orientation) and single-fit (fit once on all volumes) modes.

Coverage

Table 3 Gallery coverage

Dataset

Scheme

Model

Mode

Ran

Reason

ds000114

single-shell

average

lovo

ds000114

single-shell

average

single-fit

ds000114

single-shell

dti

lovo

ds000114

single-shell

dti

single-fit

ds000114

single-shell

gp-spherical

lovo

ds000114

single-shell

gp-spherical

single-fit

ds000114

single-shell

gqi

lovo

ds000114

single-shell

gqi

single-fit

average · lovo

average lovo ds000114
average lovo ds000114

average · single-fit

average single-fit ds000114
average single-fit ds000114

dti · lovo

dti lovo ds000114
dti lovo ds000114

dti · single-fit

dti single-fit ds000114
dti single-fit ds000114

gp-spherical · lovo

gp-spherical lovo ds000114
gp-spherical lovo ds000114
gp-spherical lovo ds000114

gp-spherical · single-fit (canary)

gp-spherical single-fit ds000114
gp-spherical single-fit ds000114
gp-spherical single-fit ds000114

gqi · lovo

gqi lovo ds000114
gqi lovo ds000114

gqi · single-fit (canary)

gqi single-fit ds000114
gqi single-fit ds000114