AI for Medical Imaging Course
1.0.0

Contents:

  • About
  • Introduction
  • Medical Imaging
    • DICOM
    • NIfTI
    • How the datasets are created
    • Exercises
    • Optional read
  • General Purpose X-ray
    • DICOM format
      • Modalities
      • Typical image preprocessing
    • Image formats
    • How to split the data
    • Exercise
  • Mammography
    • DICOM format
      • How to read the data
      • Typical image preprocessing
    • Image formats
    • How to split the data
    • Exercise
  • CT
    • DICOM format
      • How to read the data
      • Series preprocessing
      • Slice preprocessing
    • NIfTI format
    • Image formats
    • Volume preprocessing
    • Reconstructions
      • 2D
      • 3D
    • How to split the data
    • Exercises
      • Task 1: Classification
      • Task 2: Segmentation
  • Conclusion
  • Authors and Acknowledgments
    • Authors
    • Acknowledgments
  • Contribute
AI for Medical Imaging Course
  • Search

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