The PMOD software offers leading tools for the model-based analysis of PET and SPECT images, which have been field-tested since more than a decade. More recently, the modeling of MR signals in the context of myocardial perfusion has been addressed. The latest developments aim at the construction of geometric models and their use for simulations.