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Title: Automatic segmentation of brain tissues and MR bias field correction using a digital brain atlas
Authors: Van Leemput, Koen ×
Maes, Frederik
Vandermeulen, Dirk
Suetens, Paul #
Issue Date: 1998
Publisher: Springer
Series Title: Lecture notes in computer science vol:1496 pages:1222-1229
Conference: Medical image computing and computer-assisted intervention - MICCAI'98 location:Cambridge, MA, USA date:October 11-13, 1998
Abstract: This paper proposes a method for fully automatic segmentation of brain tissues and MR bias field correction using a digital brain atlas. We have extended the EM segmentation algorithm, including an explicit parametric model of the bias field. The algorithm interleaves classification with parameter estimation, yielding; better results at every iteration. The method can handle multi-channel data, and slice-per-slice constant offsets, and is fully automatic due to the use of a digital brain atlas.
ISSN: 0302-9743
Publication status: published
KU Leuven publication type: IT
Appears in Collections:ESAT - PSI, Processing Speech and Images
× corresponding author
# (joint) last author

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