1. A computer-implemented method of performing image quality analysis of a plurality of images from an imaging examination, comprising: taking the plurality of images during the imaging examination of an individual using an imaging device, and recording the plurality of images in at least one database of a computer system; displaying the plurality of images from the imaging examination selected by a user, on a display of said computer system; performing a quality review of the plurality of images from said imaging examination, using a processor of said computer system; performing a quality analysis on data from said imaging examination and on the plurality of images using said processor; receiving image quality analysis on said data and said plurality of images and storing said image quality analysis in at least one database of said computer system; saving quality data from said image quality analysis on at least one key image of the plurality of images, using computer-generated standardized annotation and mark-up, graphical data input, textual, and numerical data elements, using a computerized tool of said computer system, and saving said quality data as annotated image data on said at least one key image, in said database; and transferring, using said processor, said annotated image data to at least one quality assurance database with linking to the plurality of images from the imaging examination.