Patch-Based Segmentation with Spatial Consistency: Application to MS Lesions in Brain MRI.

This paper presents an automatic lesion segmentation method based on similarities between multichannel patches. A patch database is built using training images for which the label maps are known. For each patch in the testing image, k similar patches are retrieved from the database. The matching lab...

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Bibliographic Details
Published in:International Journal of Biomedical Imaging pp. 1 - 14
Main Authors: Mechrez, Roey, Goldberger, Jacob, Greenspan, Hayit
Format: diagnostic images equations & formulas research tables/charts Journal Article
Published: Wiley-Blackwell 1/24/2016
Online Access:View this record in EBSCOhost