Multi-shell (ds003138)

Source: OpenNeuro ds003138sub-82KK02101/ses-1/dwi/sub-82KK02101_ses-1_acq-shell1_dir-AP_run-1_dwi.nii.gz, sub-82KK02101/ses-1/dwi/sub-82KK02101_ses-1_acq-shell2_dir-AP_run-1_dwi.nii.gz, sub-82KK02101/ses-1/dwi/sub-82KK02101_ses-1_acq-shell3_dir-AP_run-1_dwi.nii.gz

Note

Three shells (b=1000/2000/3000 s/mm²) stored as separate files, merged on load.

Predicted diffusion volumes for the Multi-shell (ds003138) 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 4 Gallery coverage

Dataset

Scheme

Model

Mode

Ran

Reason

ds003138

multi-shell

average

lovo

ds003138

multi-shell

average

single-fit

ds003138

multi-shell

dki

lovo

ds003138

multi-shell

dki

single-fit

ds003138

multi-shell

dti

lovo

ds003138

multi-shell

dti

single-fit

ds003138

multi-shell

gp-multishell

lovo

ds003138

multi-shell

gp-multishell

single-fit

ds003138

multi-shell

gqi

lovo

ds003138

multi-shell

gqi

single-fit

average · lovo

average lovo ds003138
average lovo ds003138

average · single-fit

average single-fit ds003138
average single-fit ds003138

dki · lovo

dki lovo ds003138
dki lovo ds003138

dki · single-fit

dki single-fit ds003138
dki single-fit ds003138

dti · lovo

dti lovo ds003138
dti lovo ds003138

dti · single-fit

dti single-fit ds003138
dti single-fit ds003138

gp-multishell · lovo

gp-multishell lovo ds003138
gp-multishell lovo ds003138
gp-multishell lovo ds003138

gp-multishell · single-fit (canary)

gp-multishell single-fit ds003138
gp-multishell single-fit ds003138
gp-multishell single-fit ds003138

gqi · lovo

gqi lovo ds003138
gqi lovo ds003138

gqi · single-fit (canary)

gqi single-fit ds003138
gqi single-fit ds003138