Any idea of how to solve misalignments?

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I got two images to blend together with imfuse. The one is a mask (binary image) and the other is a grayscale dicom one. As you can see from the figure I enclose, the mask is misaligned to the dicom image. I want the white part of the mast to be on top of the gray tissue (exactly on top). Any ideas how to do it?
Thanks.

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