White matter lesion segmentation based on feature joint occurrence probability and random field theory from magnetic resonance (MR) images

2010 ◽  
Vol 31 (9) ◽  
pp. 781-790 ◽  
Author(s):  
Faguo Yang ◽  
Zuyao Y. Shan ◽  
Frithjof Kruggel
Keyword(s):  
Field Theory ◽  
White Matter ◽  
Magnetic Resonance ◽  
Random Field ◽  
White Matter Lesion ◽  
Occurrence Probability ◽  
Lesion Segmentation ◽  
Mr Images ◽  
Random Field Theory ◽  
Joint Occurrence

scholarly journals Automatic white matter lesion segmentation using contrast enhanced FLAIR intensity and Markov Random Field

2015 ◽  
Vol 45 ◽  
pp. 102-111 ◽  
Author(s):  
Pallab Kanti Roy ◽  
Alauddin Bhuiyan ◽  
Andrew Janke ◽  
Patricia M. Desmond ◽  
Tien Yin Wong ◽  
...  
Keyword(s):  
White Matter ◽  
Random Field ◽  
Markov Random Field ◽  
White Matter Lesion ◽  
Lesion Segmentation ◽  
Markov Random ◽  
Contrast Enhanced

scholarly journals Accurate white matter lesion segmentation by k nearest neighbor classification with tissue type priors (kNN-TTPs)

2013 ◽  
Vol 3 ◽  
pp. 462-469 ◽  
Author(s):  
Martijn D. Steenwijk ◽  
Petra J.W. Pouwels ◽  
Marita Daams ◽  
Jan Willem van Dalen ◽  
Matthan W.A. Caan ◽  
...  
Keyword(s):  
White Matter ◽  
Nearest Neighbor ◽  
White Matter Lesion ◽  
Tissue Type ◽  
Lesion Segmentation ◽  
K Nearest Neighbor ◽  
Nearest Neighbor Classification ◽  
Neighbor Classification

Unified univariate and multivariate random field theory

NeuroImage ◽  
2004 ◽  
Vol 23 ◽  
pp. S189-S195 ◽  
Author(s):  
Keith J. Worsley ◽  
Jonathan E. Taylor ◽  
Francesco Tomaiuolo ◽  
Jason Lerch
Keyword(s):  
Field Theory ◽  
Random Field ◽  
Random Field Theory ◽  
Multivariate Random Field
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