This subdivision aims at achieving a holistic system view on a patient's disease status and to better tailor therapies to the individual needs of a patient (precision medicine).

Imaging science & image guided therapy with a focus on quantification & visualization

• 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)

Data science (data driven models & complex data analytics)

• Machine and deep learning
• Visual analytics

Image processing with machine learning methods

• segmentation for diagnostic applications

Simulations & modelling by physiology based models

• Fluids & hemodynamic models (heart, valve, vascular)
• Metabolic models
• Biomechanical models
• Electrophysiology models

Development and application of experimental methods for the validation of numerical models

• Measuring technology
• Flow visualization
• 3D printing
• Mock circulation
• Experimental blood damage