Our paper, Matched signal detection on graphs: Theory and application to brain network classification, has been accepted at the 23rd International Conference on Information Processing in Medical Imaging (IPMI 2013), a highly selective forum in the field of medical imaging. In the paper, we develop a matched signal detection theory for signals with an intrinsic structure described by a weighted graph.