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Imaging science & image guided therapy
The work is carried out with a focus on quantification & visualization. Examples of projects can be found here. Further focal points are:
- Vascular imaging (with a focus on blood flow and fluid-structure interactions)
- Cardiac imaging (with a focus on biomechanics, myocardial energetics)
- Image guided therapy (for surgical and catheter based intervention)
Image processing with machine learning methods
Examples of projects can be found here. Another focus is:
- Segmentation for diagnostic applications
Data science & machine intelligence
The work with a focus on data-based models & complex data analysis is carried out in close cooperation with the DHZB group Medical Data Science and Machine Intelligence. Examples of projects can be found here. Further focal points are:
- Machine and Deep learning
- Visual analytics
Simulations & modelling by physiology based models
Examples of projects can be found here. Further focal points are:
- Fluids & hemodynamic models (heart, valve, vascular)
- Metabolic models
- Biomechanical models
- Electrophysiology models
Development & application of experimental methods for the validation of numerical models
Examples of projects can be found here. Further focal points are:
- Measuring technology
- Flow visualization
- 3D printing
- Mock circulation
- Experimental blood damage