images. The method is based on non-rigid registration of an average atlas in combination
with a biomechanically justified tumor growth model to simulate soft-tissue deformations
caused by the tumor mass-effect. The tumor growth model, which is formulated as a mesh-
free Markov Random Field energy minimization problem, ensures correspondence between
the atlas and the patient image, prior to the registration step. The method is non-parametric …