About: The Computational Imaging Group for MRI Therapy & Diagnostics works on the development and application of new MR image acquisition, reconstruction and processing techniques for MRI guided radiotherapy and diagnostic applications. In this context, Deep learning applications for image reconstruction, manipulations and information extraction in radiotherapy became in the last years a key technology in the groups research. Another focus area is radiofrequency field in MRI where we focus on RF antenna engineering and RF safety aspects such as RF induced tissue heating and the development of MRI based method to facilitate safe scanning of implants.
Developing convolutional neural networks for radiotherapy
Characterizing dynamical systems from k-space data
Magnetic Resonance Spin Tomography in the Time Domain
Magnetic Resonance Electrical properties tomography
Developing fast real-time motion estimation for MR-guided radiotherapy
Reducing heart failure hospitalizations with wearable diagnostics
Developing new solutions for electromagnetics in MRI.