3. Segmentation

• 3.1. Segmentation and Modelling
  • 3.1.1. What is Segmentation?
  • 3.1.2. Its a BIG field
  • 3.1.3. Pixel-Based Methods
    • 3.1.3.1. Image Thresholding
    • 3.1.3.2. Region growing
    • 3.1.3.3. K-Means
  • 3.1.4. Atlas-Based methods
  • 3.1.5. Model-Based Methods
  • 3.1.6. Neural Network Based Methods
    • 3.1.6.1. Convolutional Neural Networks
    • 3.1.6.2. Combining Neural Networks and Manual Annotation
  • 3.1.7. Specific Challenges for CAS
  • 3.1.8. What Tools Can I Use?
  • 3.1.9. Commercial Services Exist
  • 3.1.10. Segmentation of Pre-Op data
  • 3.1.11. Segmentation of Intra-Op data
• 3.2. Statistical Shape Models
  • 3.2.1. Model Formulation
  • 3.2.2. Workshop 3
  • 3.2.3. Active Shape Models