fMRI records blood-oxygenation changes (the BOLD signal) following neural activity. fMRI data is organized as voxel-wise activity measurements in a 3D volume (voxels are 3D pixels), which – unlike many other neuroimaging modalities – makes it straightforward to use with standard machine learning methods.
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