Tissue Classification from Brain Perfusion MR Images Using Expectation-Maximization Algorithm Initialized by Hierarchical Clustering on Whitened Data

IFMBE Proceedings - 13th International Conference on Biomedical Engineering ◽

10.1007/978-3-540-92841-6_175 ◽

2009 ◽

pp. 714-717 ◽

Author(s):

Y. T. Wu ◽

Y. C. Chou ◽

C. F. Lu ◽

S. R. Huang ◽

W. Y. Guo

Keyword(s):

Hierarchical Clustering ◽

Expectation Maximization ◽

Expectation Maximization Algorithm ◽

Brain Perfusion ◽

Mr Images ◽

Tissue Classification ◽

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Classification of spatiotemporal hemodynamics from brain perfusion MR images using expectation-maximization estimation with finite mixture of multivariate gaussian distributions

Magnetic Resonance in Medicine ◽

10.1002/mrm.21121 ◽

2006 ◽

Vol 57 (1) ◽

pp. 181-191 ◽

Author(s):

Yu-Te Wu ◽

Yen-Chun Chou ◽

Wan-Yuo Guo ◽

Tzu-Chen Yeh ◽

Jen-Chuen Hsieh

Keyword(s):

Expectation Maximization ◽

Brain Perfusion ◽

Finite Mixture ◽

Mr Images ◽

Gaussian Distributions ◽

Multivariate Gaussian ◽

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Multi-tissue Classification of Diffusion-Weighted Brain Images in Multiple System Atrophy Using Expectation Maximization Algorithm Initialized by Hierarchical Clustering

IFMBE Proceedings - 13th International Conference on Biomedical Engineering ◽

10.1007/978-3-540-92841-6_177 ◽

2009 ◽

pp. 722-725

Author(s):

C. F. Lu ◽

P. S. Wang ◽

B. W. Soong ◽

Y. C. Chou ◽

H. C. Li ◽

...

Keyword(s):

Multiple System Atrophy ◽

Hierarchical Clustering ◽

Expectation Maximization ◽

Expectation Maximization Algorithm ◽

Tissue Classification ◽

Brain Images ◽

Diffusion Weighted

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Brain Tissue Classification of MR Images Using Fast Fourier Transform Based Expectation- Maximization Gaussian Mixture Model

Advances in Computing and Information Technology - Communications in Computer and Information Science ◽

10.1007/978-3-642-22555-0_40 ◽

2011 ◽

pp. 387-398 ◽

Author(s):

Rajeswari Ramasamy ◽

P. Anandhakumar

Keyword(s):

Fourier Transform ◽

Fast Fourier Transform ◽

Brain Tissue ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Expectation Maximization ◽

Gaussian Mixture ◽

Mr Images ◽

Tissue Classification

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Automated Detection of Regions of Interest for Brain Perfusion MR Images

Research Bulletin of the National Technical University of Ukraine Kyiv Politechnic Institute ◽

10.20535/1810-0546.2018.5.146185 ◽

2018 ◽

Vol 0 (5) ◽

pp. 14-21

Author(s):

Svitlana M. Alkhimova

Keyword(s):

Brain Perfusion ◽

Automated Detection ◽

Regions Of Interest ◽

Mr Images ◽

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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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Segmentation of diffusion-weighted brain images using expectation maximization algorithm initialized by hierarchical clustering

2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2008.4650460 ◽

2008 ◽

Author(s):

Chia-Feng Lu ◽

Po-Shan Wang ◽

Yen-Chun Chou ◽

Hsiao-Chien Li ◽

Bing-Wen Soong ◽

...

Keyword(s):

Hierarchical Clustering ◽

Expectation Maximization ◽

Expectation Maximization Algorithm ◽

Brain Images ◽

Diffusion Weighted

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Incorporating Non-rigid Registration into Expectation Maximization Algorithm to Segment MR Images

Medical Image Computing and Computer-Assisted Intervention — MICCAI 2002 - Lecture Notes in Computer Science ◽

10.1007/3-540-45786-0_70 ◽

2002 ◽

pp. 564-571 ◽

Author(s):

Kilian M. Pohl ◽

William M. Wells ◽

Alexandre Guimond ◽

Kiyoto Kasai ◽

Martha E. Shenton ◽

...

Keyword(s):

Expectation Maximization ◽

Expectation Maximization Algorithm ◽

Mr Images ◽

Rigid Registration

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Hemodynamic Segmentation of Brain Perfusion Images with Delay and Dispersion Effects Using an Expectation-Maximization Algorithm

PLoS ONE ◽

10.1371/journal.pone.0068986 ◽

2013 ◽

Vol 8 (7) ◽

pp. e68986 ◽

Author(s):

Chia-Feng Lu ◽

Wan-Yuo Guo ◽

Feng-Chi Chang ◽

Shang-Ran Huang ◽

Yen-Chun Chou ◽

...

Keyword(s):

Expectation Maximization ◽

Expectation Maximization Algorithm ◽

Brain Perfusion ◽

Dispersion Effects

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Hemodynamics Segregation Using Expectation-Maximization Algorithm Initialized by Hierarchical Clustering on MR Dynamic Images from Patients with Unilateral Internal Carotid Artery Stenosis

IFMBE Proceedings - World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany ◽

10.1007/978-3-642-03879-2_262 ◽

2009 ◽

pp. 936-939

Author(s):

Yu-Te Wu ◽

Chia-Feng Lu ◽

Shang-Ran Huang ◽

Feng-Chi Chang ◽

Wan-Yuo Guo

Keyword(s):

Carotid Artery ◽

Internal Carotid Artery ◽

Hierarchical Clustering ◽

Expectation Maximization ◽

Carotid Artery Stenosis ◽

Internal Carotid ◽

Expectation Maximization Algorithm ◽

Internal Carotid Artery Stenosis ◽

Artery Stenosis

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Context Independent Expectation Maximization Algorithm for Segmentation of Brain MR Images

2012 International Conference on Advanced Computer Science Applications and Technologies (ACSAT) ◽

10.1109/acsat.2012.97 ◽

2012 ◽

Author(s):

M. Masroor Ahmed ◽

Jasni Mohamad Zain ◽

M.T.A Rana

Keyword(s):

Expectation Maximization ◽

Expectation Maximization Algorithm ◽

Mr Images ◽

Brain Mr Images

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