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    CVBIA
    2005
    Springer
    158views Computer Vision» more  CVBIA 2005»
    Segmenting Brain Tumors with Conditional Random Fields and Support Vector Machines
    14 years 11 months ago
    Segmenting Brain Tumors with Conditional Random Fields and Support Vector Machines
    Download  vision.cse.psu.edu
    Abstract. Markov Random Fields (MRFs) are a popular and wellmotivated model for many medical image processing tasks such as segmentation. Discriminative Random Fields (DRFs), a dis...
    Chi-Hoon Lee, Mark Schmidt, Albert Murtha, Aalo Bi...
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    MICCAI
    2008
    Springer
    131views Medical Imaging» more  MICCAI 2008»
    Segmenting Brain Tumors Using Pseudo-Conditional Random Fields
    15 years 7 months ago
    Segmenting Brain Tumors Using Pseudo-Conditional Random Fields
    Download  www.cs.ualberta.ca
    Locating Brain tumor segmentation within MR (magnetic resonance) images is integral to the treatment of brain cancer. This segmentation task requires classifying each voxel as eith...
    Chi-Hoon Lee, Shaojun Wang, Albert Murtha, Matt...
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