1. A method of determining a breast density measurement from a digital mammogram, the method comprising: receiving an input image corresponding to the digital mammogram; removing metadata information from the input image to generate an intermediate image; generating a region of interest (ROI) image based on the intermediate image; extracting values for predictor variables from the metadata information, the intermediate image and the ROI image; and calculating the breast density measurement based on the values of the predictor variables.