1. A method for reconstructing an image of a subject using a medical imaging system, the steps of the method comprising: a) acquiring data from the subject using the medical imaging system; b) reconstructing an image of the subject from the acquired data using an iterative statistical image reconstruction that is decomposed to include in each iteration an image reconstruction step without regularization and a denoising step that includes regularization.