1. A method for computing image-derived biomarkers, the method comprising: receiving image data defining a three-dimensional image volume representative of an anatomical region of interest; identifying features characterizing local variations of intensity in the image data using an intensity model; and using the features characterizing local variations of intensity to perform one or more modeling computations directly on the image data to derive information related to a biomarker of interest.