1. An interactive visualization system for rendering images of respective patients from a multi-dimensional medical image data set, comprising: a display circuit with a graphic user interface (GUI) configured to allow a user to navigate between views generated from at least one medical image data set stack or volume based on positions identified by CAD (Computer Aided Detection) findings of suspected abnormalities, wherein the display circuit is configured to generate at least one vicinity mark in a current view of an anatomical visualization of tissue, wherein the at least one vicinity mark is an electronically generated mark that represents a feature, abnormality or irregularity that does not appear in the current view of the anatomical visualization of tissue.