1. A method for classifying tissue density of a breast, comprising: accessing mammography image data of the breast; segmenting the mammography image to identify a breast tissue region representing the breast tissue; identifying a plurality of regions of interest within the breast tissue region for obtaining image features therefrom; computing a plurality of image features from the identified plurality of regions of interest; and classifying the tissue density of the breast using the computed plurality of image features.