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A Joint Transformation and Residual Image Descriptor for Morphometric Image Analysis using an Equivalence Class Formulation
Existing computational anatomy methodologies for morphometric analysis of medical images are often based solely on the shape transformation, typically being a diffeomorphism, that warps these images to a common template or vice versa. However, anatomical differences as well as changes induced by pathology, prevent the warping transformation from producing an …