Magnetic resonance imaging (MRI) allows for the detection structural changes due to disease or inspection of neural patterns that underlie cognition. Prior hardware and software limitations kept the dimensionality of MRI datasets low and reduced the statistical power of MRI datasets. However, recent technological advancements in MRI have allowed for the development of large scale...