MSDL atlas

Access

See nilearn.datasets.fetch_atlas_msdl.

Notes

Multi-subject Dictionary learning atlas.

Result maps of sparse Dictionary learning based on resting-state data.

This can be understand as a variant of ICA based on the assumption of sparsity rather than independence.

It can be downloaded at Spatially Constrained Parcellation[1], and cited using Varoquaux et al.[2].

See also Varoquaux and Craddock[3] for more information.

Content

‘maps’:

Nifti images with the (probabilistic) region definitions

‘labels’:

CSV file specifying the label information

References

For more information about this dataset’s structure: https://team.inria.fr/parietal/18-2/spatial_patterns/spatial-patterns-in-resting-state/

License

usage is unrestricted for non-commercial research purposes.