Classification of MRI Brain Scan Data Using Shape Criteria

  title={Classification of MRI Brain Scan Data Using Shape Criteria},
  author={Ashraf Elsayed and Frans Coenen and Marta Garc{\'i}a-Fi{\~n}ana and Vanessa Sluming},
Two mechanisms for classifying Magnetic Resonance Image (MRI) brain scans according to the nature of the corpus callosum are described. The first mechanism uses a hierarchical decomposition approach whereby each MRI scan is decomposed into a hierarchy of “tiles” which can then be represented as a tree structure (one tree per scan). A frequent sub-graph data mining mechanism is then applied so that sub-graphs that occur frequently across the image set are identified. These frequent sub-graphs… CONTINUE READING


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Case-Based Reasoning in Knowledge Discovery and Data Mining

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