Course - Signal Processing in Medical Imaging - TTK4165
Signal Processing in Medical Imaging
About
About the course
Course content
Mathematical model for pulse-echo imaging systems based on signals in space and time. Effects from limited bandwidth and sampling on resolution in space and time. Representation of dynamic images by means of multi dimensional Fourier analysis. Practical reconstruction algorithms for 2D and 3D imaging. Use of grayscale/color graphics to achieve dynamic image information. Estimation of power spectrum and auto correlation applied on ultrasound Doppler signals. Application mainly within ultrasound-imaging, but also other medical imaging techniques will be treated.
Learning outcome
The subject shall provide knowledge about signal processing methods and their applications within medical imaging diagnostics.
Learning methods and activities
Lectures, laboratory demonstrations, computer exercises, paper exercises. Postponed/repeated exams may be oral.
Compulsory assignments
- Exercises
Recommended previous knowledge
The subjects TTT4120 Digital Signal Processing and TTK4160 Medical Imaging. Basic knowledge in mathematics, progamming and signal processing.
Course materials
Textbook and/or lecture notes will be announced at start of the semester.
Credit reductions
| Course code | Reduction | From |
|---|---|---|
| MEDT4165 | 7.5 sp | |
| SIE3067 | 7.5 sp |
Subject areas
- Biophysics
- Biophysics and Medical Technology
- Biomedical Engineering
- ICT and Mathematics
- Medical Physics
- Medical Computer Science
- Medical Technology
- Engineering Cybernetics
- Technological subjects
- Telecommunications