[Neuroimaging] Extracting the brain coordinates from a nifti volume

[serafim loukas]

Hi Neuroimaging community,

I have a single nifti (nii) file and I just want to extract the brain coordinates (in mm) for all voxels (i.e. the whole nii volume). 
How can I do that using nilearn/nibabel? 


Thank you