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A comparison of the tissue classification and the segmentation propagation techniques in MRI brain image segmentation

Abstract:

Tissue classifications of the MRI brain images can either be obtained by segmenting the images or propagating the segmentations of the atlas to the target image. This paper compares the classification results of the direct segmentation method using FAST with those of the segmentation propagation method using nreg and the MNI Brainweb phantom images. The direct segmentation is carried out by extracting the brain and classifying the tissues by FAST. The segmentation propagation is carried out b...

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Publisher copy:
10.1117/12.595146

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Volume:
5747
Issue:
III
Pages:
1682-1691
Publication date:
2005-01-01
DOI:
ISSN:
1605-7422
URN:
uuid:d64f4386-150f-48ba-969a-b122ce4d6db3
Source identifiers:
116713
Local pid:
pubs:116713

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