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Identifying Anatomical Shape Difference by Regularized Discriminative Direction

Zhou, Luping; Hartley, Richard; Wang, Lei; Lieby, Paulette; Barnes, Nicholas


Identifying the shape difference between two groups of anatomical objects is important for medical image analysis and computer-aided diagnosis. A method called "discriminative direction" in the literature has been proposed to solve this problem. In that method, the shape difference between groups is identified by deforming a shape along the discriminative direction. This paper conducts a thorough study about inferring this discriminative direction in an efficient and accurate way. First,...[Show more]

CollectionsANU Research Publications
Date published: 2009
Type: Journal article
Source: IEEE Transactions on Medical Imaging
DOI: 10.1109/TMI.2009.2012556


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