GIC-experimental-databases/Whole OASIS deformation feature vectors

Data

FTP directory with OASIS data

Direct links to the datasets

OASIS Jacobian Determinants

OASIS Modulated Grey Matter

OASIS Geodesic Anisotropy

Reference

- Alexandre Savio, Manuel Graña; Deformation based feature selection for Computer Aided Diagnosis of Alzheimer’s Disease, Expert Systems with Applications, Available online 20 September 2012, Volume 40, Issue 5, April 2013, Pages 1619–1628 [1] draft JCR (2011) 2.203 (Q1 in CSAI)

Software

• Aizkolari tools

Code snippet for reading the HDF5 files from Matlab

filename = 'modulatedgm.hdf5'
finfo = h5info(filename);
for i = 1:size(finfo.Datasets,1)
   varname = finfo.Datasets(i).Name
   var     = genvarname(varname);
   dsname  = ['/' varname];
   eval( [var '= h5read(filename, dsname);' ]);
end
clear i finfo var varname dsname

Note

In order to reduce the size of the database, the feature vector elements have been changed from float32 to float16. We haven't tested this data. If you have any problem, please contact us.