Giving credit

4.5.1.3. nilearn.region.img_to_signals_maps

nilearn.region.img_to_signals_maps(niimgs, maps_img, mask_img=None)

Extract region signals from image.

This function is applicable to regions defined by maps.

Parameters :

niimgs: niimg :

input images.

maps_img: niimg :

regions definition as maps (array of weights). shape: niimgs.shape + (region number, )

mask_img: niimg :

mask to apply to regions before extracting signals. Every point outside the mask is considered as background (i.e. outside of any region).

order: str :

ordering of output array (“C” or “F”). Defaults to “F”.

Returns :

region_signals: numpy.ndarray :

Signals extracted from each region. Shape is: (scans number, number of regions intersecting mask)

labels: list :

maps_img[..., labels[n]] is the region that has been used to extract signal region_signals[:, n].