1. A system for computer aided detection and decision support comprising: an ontology of image representations for injecting meaning into and adding relationships among image contents; an image understanding and parsing module in communication with the ontology of image representations for extracting structures from an image including the image contents; and a reasoning engine based in communication with the ontology and the image understanding and parsing module for classifying the image contents, wherein the system receives the image and corresponding descriptive information.