Claim up to $1,000 in flight credits!
Get up to $1,000 in flight credits or grants toward study or internship programs abroad when you apply by September 12, 2024. See our Official Rules for full details.
Advanced Topics in Medical Image
Engineering & Social Sciences Program
Madrid, Spain
Dates: 1/20/22 - 6/4/22
Advanced Topics in Medical Image
OVERVIEW
CEA CAPA Partner Institution: Universidad Carlos III de Madrid
Location: Madrid, Spain
Primary Subject Area: Biomedical Engineering
Instruction in: English
Course Code: 15562
Transcript Source: Partner Institution
Course Details: Level 400
Recommended Semester Credits: 3
Contact Hours: 42
Prerequisites: Signals and Systems, Medical Image processing
DESCRIPTION
1. Review of basic concepts in image processing
2. Information Systems in the Medical Environment: DICOM, RIS and PACS.
3. 3D and 4D image visualization. Software tools for medical image analysis.
4. Wavelets and multi-resolution processing.
5. Advanced Segmentation I: detecting lines and shapes with Hough transform and active contours.
6. Advanced Segmentation II:Adaptive filters.
7. Advanced Segmentation III: Morphological processing.
8. Image registration.
9. Image processing for feature extraction.
10. Dimensionality reduction and machine learning methods.
11. Beyond classical methods: deep learning and convolutional networks.
2. Information Systems in the Medical Environment: DICOM, RIS and PACS.
3. 3D and 4D image visualization. Software tools for medical image analysis.
4. Wavelets and multi-resolution processing.
5. Advanced Segmentation I: detecting lines and shapes with Hough transform and active contours.
6. Advanced Segmentation II:Adaptive filters.
7. Advanced Segmentation III: Morphological processing.
8. Image registration.
9. Image processing for feature extraction.
10. Dimensionality reduction and machine learning methods.
11. Beyond classical methods: deep learning and convolutional networks.