Head
Prof. Dr. Florian Knoll
Professorship for Computational Imaging
Professors
Contact
Team assistants
Antonia Arnst
Department of Artificial Intelligence in Biomedical Engineering
Contact
Lynn Nguyen
Department of Artificial Intelligence in Biomedical Engineering
Contact
Doctoral researchers
Nils Dienesch
Contact
Erik Gösche
Contact
Annika Hofmann
Contact
Haiting Huang
Contact
Jinho Kim
Contact
Sebastian Probst
Contact
Vanya Saksena
Contact
External doctoral researchers
No contact entry could be found.
Students
No contact entry could be found.
Alumni
- Bruno Riemenschneider, Ph.D., Now software engineer at BVU in Freiburg, Germany.
- Zhengguo Tan, Ph.D., Now faculty member at the University of Michigan, Ann Arbor, Michigan, USA.
| Name | Role | Topic | Supervisor |
| Arianna Brenes | Master’s Student @ Cornell University, New York | DCE Direct reconstruction with two compartment exchange model | Gene Kim (Cornell University), Florian Knoll |
| Daniel Amsel | Master’s Student | Deep learning-based accelerated T1 mapping for cardiac MRI | Marc Vornehm, Jens Wetzl (Siemens Healthineers), Florian Knoll |
| Erik Gösche | Master’s Student | Attention-based networks for brain segmentation in k-space | Andreas Rauschecker (University of California San Francisco), Florian Knoll |
| Florian Fürnrohr | Master’s Student | Zero-Shot Self-Supervised Reconstruction for 3D MRI Angiography | Marc Vornehm, Jens Wetzl (Siemens Healthineers), Daniel Giese (Siemens Healthineers), Florian Knoll |
| Jonas Petersen | Master’s Student | Development of a quality metric for MR image reconstruction using object detection | Vanya Saksena, Florian Knoll |
| Joshua Mennecke | Master’s Student | Accelerating B1-Mapping in Magnetic Resonance Imaging | Robin Heidemann (Siemens Healthineers), Patrick Liebig (Siemens Healthineers), Florian Knoll |
| Julius Glaser | Master’s Student | Variational autoencoder for diffusion weighted imaging | Zhengguo Tan, Frederik Laun (UKER), Florian Knoll |
| Lucas Lemos Franco | Master’s Student @ University of Maryland, Baltimore | Deep learning reconstruction based arterial spin labelling MRI | Ze Wang (University of Maryland), Florian Knoll |
| Luuk Jacobs | Research Intern | ||
| Maximilian Riehl | Master’s Student | Model-based Deep Learning Reconstruction of Cardiac T1 and T2 mapping | Marc Vornehm, Florian Knoll |
| Nan Lan | Master’s Student | ||
| Navaneeth Narayanan | Master’s Student | Deep Convolutional Framelets for Deep Learning-based MRI Reconstruction | Jinho Kim, Frederik Laun (UKER), Florian Knoll |
| Nils Dienesch | Master’s Student | Self-supervised deep learning for MR image reconstruction | Florian Knoll |
| Rezvan Khosrobeigi | Master’s Student | Deep Learning Kalman Filtering | Mario Bacher (Siemens Healthineers), Florian Knoll |
| Rodrigo Andujar Lugo | Master’s Student | Retrospective Deep Learning Motion Correction for 2D MR | Daniel Polak (Siemens Healthineers), Florian Knoll |
| Soundarya Soundarresan | Master’s Student | Deep Learning Model-based Reconstruction for Diffusion MRI | Zhengguo Tan, Frederik Laun (UKER), Florian Knoll |
| Tristan Rauhut | Bachelor’s Student | Artificial Intelligence for prostate MRI scan planning support | Robert Grimm (Siemens Healthineers), Nadine Bayerl (UKER), Florian Knoll |
| Ute Spiske | Master’s Student | Marc Vornehm, Florian Knoll | |
| Ximeng Zhang | Master’s Student | Comparative Literature Review of DCE MRI Analysis Frameworks and Tracer Kinetic Modeling Approaches | Erik Gösche, Sebastian Bickelhaupt (UKER), Florian Knoll |
| Xinyi Huang | Master’s Student | Machine learning reconstruction for HKU low field MRI data | Florian Knoll |
| Xu Xie | Master’s Student | Neural Implicit Representation (NIR) for non Cartesian image reconstruction | Florian Knoll |
| Yannik Ott | Master’s Student | Deep learning-based reconstruction of radial real-time cine MRI using image-based and k-space-based methods | Marc Vornehm, Jens Wetzl (Siemens Healthineers), Daniel Giese (Siemens Healthineers), Florian Knoll |