1. A method of generating a predictor of osteoarthritis (OA) progression of a joint, the method comprising: generating fractal dimension curves for horizontal and vertical trabecular components associated with a region of interest of an image of the joint; using a statistical model to model shapes of the fractal dimension curves; and calculating a predictor of OA progression based on shape parameters of the statistical model.