Markov random field segmentation of brain MR images

K. Held; E.R. Kops; B.J. Krause; W.M. Wells; R. Kikinis; H.-W. Muller-Gartner

doi:10.1109/42.650883

Markov random field segmentation of brain MR images

IEEE Transactions on Medical Imaging ◽

10.1109/42.650883 ◽

1997 ◽

Vol 16 (6) ◽

pp. 878-886 ◽

Cited By ~ 299

Author(s):

K. Held ◽

E.R. Kops ◽

B.J. Krause ◽

W.M. Wells ◽

R. Kikinis ◽

...

Keyword(s):

Random Field ◽

Markov Random Field ◽

Mr Images ◽

Markov Random ◽

Brain Mr Images

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Dirichlet Markov Random Field Segmentation of Brain MR Images

2010 4th International Conference on Bioinformatics and Biomedical Engineering ◽

10.1109/icbbe.2010.5516041 ◽

2010 ◽

Cited By ~ 1

Author(s):

Wentao Wang ◽

Cong Chen

Keyword(s):

Random Field ◽

Markov Random Field ◽

Mr Images ◽

Markov Random ◽

Brain Mr Images

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A New Algorithm for Segmentation of Brain MR Images with Intensity Nonuniformity Using Fuzzy Markov Random Field

2009 3rd International Conference on Bioinformatics and Biomedical Engineering ◽

10.1109/icbbe.2009.5162189 ◽

2009 ◽

Author(s):

Bin Li ◽

Tao Wang ◽

Gang Yan

Keyword(s):

Random Field ◽

Markov Random Field ◽

Mr Images ◽

Markov Random ◽

Intensity Nonuniformity ◽

Brain Mr Images

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Segmentation of brain MR images using hidden Markov random field model with weighting neighborhood system

IEEE Symposium Conference Record Nuclear Science 2004. ◽

10.1109/nssmic.2004.1466365 ◽

2005 ◽

Cited By ~ 2

Author(s):

T. Chen ◽

T.S. Huang ◽

Zhi-pei Liang

Keyword(s):

Random Field ◽

Markov Random Field ◽

Field Model ◽

Hidden Markov ◽

Mr Images ◽

Random Field Model ◽

Markov Random Field Model ◽

Markov Random ◽

Hidden Markov Random Field ◽

Brain Mr Images

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Rough-probabilistic clustering and hidden Markov random field model for segmentation of HEp-2 cell and brain MR images

Applied Soft Computing ◽

10.1016/j.asoc.2016.03.010 ◽

2016 ◽

Vol 46 ◽

pp. 558-576 ◽

Cited By ~ 15

Author(s):

Abhirup Banerjee ◽

Pradipta Maji

Keyword(s):

Random Field ◽

Markov Random Field ◽

Field Model ◽

Hidden Markov ◽

Mr Images ◽

Probabilistic Clustering ◽

Markov Random Field Model ◽

Markov Random ◽

Hidden Markov Random Field ◽

Brain Mr Images

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An Automated Approach for Segmentation of Brain MR Images using Gaussian Mixture Model based Hidden Markov Random Field with Expectation Maximization

Journal of Biomedical Engineering and Medical Imaging ◽

10.14738/jbemi.24.1411 ◽

2015 ◽

Vol 2 (4) ◽

Cited By ~ 4

Author(s):

Saurabh A Shah ◽

Narendra C Chauhan

Keyword(s):

Random Field ◽

Gaussian Mixture Model ◽

Markov Random Field ◽

Expectation Maximization ◽

Hidden Markov ◽

Gaussian Mixture ◽

Mr Images ◽

Markov Random ◽

Hidden Markov Random Field ◽

Brain Mr Images

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A Novel Segmentation Method for Left Ventricular from Cardiac MR Images Based on Improved Markov Random Field Model

2009 2nd International Congress on Image and Signal Processing ◽

10.1109/cisp.2009.5301133 ◽

2009 ◽

Cited By ~ 2

Author(s):

Gang Wang ◽

Yubei Guo ◽

Shi Zhang ◽

Yue Ma

Keyword(s):

Random Field ◽

Markov Random Field ◽

Field Model ◽

Left Ventricular ◽

Segmentation Method ◽

Mr Images ◽

Random Field Model ◽

Cardiac Mr ◽

Markov Random Field Model ◽

Markov Random

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Automatic Segmentation of Breast MR Images Through a Markov Random Field Statistical Model

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2014.2329019 ◽

2014 ◽

Vol 33 (10) ◽

pp. 1986-1996 ◽

Cited By ~ 10

Author(s):

S. Ribes ◽

D. Didierlaurent ◽

N. Decoster ◽

E. Gonneau ◽

L. Risser ◽

...

Keyword(s):

Statistical Model ◽

Random Field ◽

Markov Random Field ◽

Automatic Segmentation ◽

Mr Images ◽

Markov Random ◽

Breast Mr

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Variational level set combined with Markov random field modeling for simultaneous intensity non-uniformity correction and segmentation of MR images

Journal of Neuroscience Methods ◽

10.1016/j.jneumeth.2012.06.012 ◽

2012 ◽

Vol 209 (2) ◽

pp. 280-289 ◽

Cited By ~ 15

Author(s):

Zahra Shahvaran ◽

Kamran Kazemi ◽

Mohammad Sadegh Helfroush ◽

Nassim Jafarian ◽

Negar Noorizadeh

Keyword(s):

Random Field ◽

Level Set ◽

Markov Random Field ◽

Mr Images ◽

Field Modeling ◽

Markov Random ◽

Variational Level Set

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Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm

IEEE Transactions on Medical Imaging ◽

10.1109/42.906424 ◽

2001 ◽

Vol 20 (1) ◽

pp. 45-57 ◽

Cited By ~ 3751

Author(s):

Y. Zhang ◽

M. Brady ◽

S. Smith

Keyword(s):

Markov Random Field ◽

Expectation Maximization ◽

Field Model ◽

Hidden Markov ◽

Expectation Maximization Algorithm ◽

Mr Images ◽

Markov Random Field Model ◽

Markov Random ◽

Hidden Markov Random Field ◽

Brain Mr Images

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Reconstruction of high-resolution T2W MR images of the prostate using maximum a posteriori approach and Markov random field regularization

2017 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA) ◽

10.23919/spa.2017.8166845 ◽

2017 ◽

Author(s):

Jakub Jurek ◽

Marek Kocinski ◽

Andrzej Materka ◽

Are Losnegard ◽

Lars Reisater ◽

...

Keyword(s):

High Resolution ◽

Random Field ◽

Markov Random Field ◽

Maximum A Posteriori ◽

A Posteriori ◽

Mr Images ◽

Markov Random

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