Sparse Regression for Medical Images

Our paper on sparse regression for predicting cognitive performance from cortical thickness was published at Information Processing in Medical Imaging (IPMI) 2013.  We developed a method for performing regression on brain images in a way that respects the natural structure of the images and is suited to the extremely high dimensionality of medical images.  Read the whole paper here.