A technique is provided for comparative image analysis and/or change detection using computer assisted detection and/or diagnosis (CAD) algorithms. The technique includes registering a first three-dimensional image of a first volume and a second three-dimensional image of a second volume. The first and the second volume are generally anatomically symmetric to one another. The technique also includes automatically comparing the first three-dimensional image and the second three-dimensional image.
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