Medical Imaging Techniques
Undergraduate, AGH University of Kraków, 2024
Introductory course related to medical imaging techniques and image processing & analysis. Teaching between 2020 and 2026.
Topics covered:
- Imaging Modalities (CT, MRI, USG, Microscopy, XRay)
- Image Filtering
- Image Gradient
- Morphological Operations
- Texture Analysis
- Edge Detection
- Intensity & Geometrical Transformations
- Segmentation Methods (classical & learning-based)
- Registration Methods (classical)
- Introduction to Deep Learning