NeuralNav/Meetings/2010.02.23-Visit

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Related proposal

  1. Registering 2D ultrasound with 3D models
  2. MR and US acquisition modeling
  3. Speckle in registration (Nassir 2008)
  4. Angiogenisis tracking/quantification using ultrasound (Bullitt)

Other proposals

Multi-systems modeling

  • Aims
    1. Growth of tumor
    2. Response of anatomy and pathology to therapy
      • Tumor
        • Ender Konocoglu
          • GBM
        • Variates
          • Weight loss
          • Tissue elasticity
          • Swelling
    3. Registration
        • Also involves parameter optimization (growth model, etc.)
  • Technologies for modeling and model fitting
    1. Sampling driving
    2. Kernel regression (independent variate = accumulated dose)
    3. EM
  • Significance (DBP)
    1. Planning (George Chen's work)
      • Dynamic planning
      • Consider the heterogeneity of tumors
    2. Measure response
      • again, tumor heterogeneity
    3. Body parts of interest
      • Head and neck
      • Liver
    4. Imaging modalities of interest
      • MR Perfursion
      • PET
      • US
      • Imaging issues:
        • How can their information be used to drive and augment model formation?
        • How can their information be used to update a model?