The MIA group has diverse expertise in mathematical and computational research for data science in imaging and artificial intelligence. Our research features close synergies with medical imaging, inverse problems, functional analysis, geometric methods, scientific computing, numerical PDEs, dynamical systems, and neuroscience, and finds a wide spectrum of applications in physical sciences, engineering simulations, and precision medicine.
Note that the following list is by no means complete but gives an impression of our current research areas.
- Artificial intelligence for medical imaging (Jelmer Wolterink, Christoph Brune)
- Computational neuroscience and dynamical systems (Hil Meijer)
- Scientific machine learning with uncertainty quantification (Mengwu Guo)
- Variational and geometric methods in inverse problems and machine learning (Marcello Carioni, Josè Iglesias, Christoph Brune)
For more information about
- ongoing and finished research projects within MIA
- Output by MIA
- PhD thesis of MIA sorted by year
- ongoing and vacant MSc Final projects
In the MIA group we are part of organizing several scientific meetings>>