The workshop will feature a dynamic and interactive program designed to engage participants through diverse formats. Keynote talks by renowned experts will provide insights into the latest advancements and emerging trends in reconstruction and motion estimation. Scientific talks (undergoing scientific peer-review), and an open panel discussion in the end will foster knowledge exchange, encourage collaboration, and provide a platform for addressing key challenges and identifying future directions in the field.
Keynote Speakers
Prof. Julia Schnabel
Professor of Computational Imaging and AI in Medicine at Technical University of Munich and Director of the Institute of Machine Learning in Biomedical Imaging at Helmholtz Center Munich
Prof. Jong Chul Ye
BioImaging, Signal Processing, & Machine Learning Lab at the Korea Advanced Institute of Science & Technology (KAIST)
Program
The workshop will take place in Room DCC2-3F-301.
| Time | Speaker | Title |
|---|---|---|
| 08:00 – 08:15 | Welcome and Opening Remarks | |
| 08:15 – 09:00 | Jong Chul Ye Korea Advanced Institute of Science & Technology (KAIST) |
Dynamic Image Generation and Restoration using Motion-Guided Diffusion Models |
| 09:00 – 09:10 | Youssef Beauferris University of Calgary |
Robustness Evaluation of Multi-visit Magnetic Resonance Image Reconstruction |
| 09:10 – 09:20 | Kirsten Maas Eindhoven University of Technology |
NerT-CA: Efficient Dynamic Reconstruction from Sparse-view X-ray Coronary Angiography |
| 09:20 – 09:30 | Natascha Niessen Technical University of Munich, GE HealthCare |
INR meets Multi-Contrast MRI Reconstruction |
| 09:30 – 09:40 | Luisa Neubig Friedrich-Alexander-Universität Erlangen-Nürnberg |
Markerless Tracking-Based Registration for Medical Image Motion Correction |
| 09:40 – 09:50 | Jiahui Yin University of Birmingham |
MCM: Mamba-based Cardiac Motion Tracking using Sequential Images in MRI |
| 09:50 – 10:00 | Saad Ashraf University of Calgary |
Evaluating Deep Learning Based Domain Generalization for Motion Mitigation in Multi-Center Brain MRI |
| Coffee Break (10:00 – 10:30) | ||
| 10:30 – 11:15 | Julia Schnabel Technical University of Munich and Helmholtz Center Munich |
Matters of motion |
| 11:15 – 11:25 | Kyriakos Flouris ETH Zurich |
Localized Fourier Neural Operator for Spatiotemporal Hemodynamic Upsampling in Aneurysm MRI |
| 11:25 – 11:35 | Yipeng Sun Friedrich-Alexander-University Erlangen-Nuremberg |
LSTT: Latent Spatio-Temporal Transformer for Non-Rigid Motion Compensation in CBCT |
| 11:35 – 11:45 | Sidaty El Hadramy University of Basel |
cIDIR: Conditioned Implicit Neural Representation for Regularized Deformable Image Registration |
| 11:45 – 11:55 | Siying Xu University Hospital of Tuebingen |
Self-supervised motion-compensated reconstruction for cardiac Cine MRI |
| 11:55 – 12:05 | Hristo Georgiev University of Copenhagen |
Generating Realistic Synthetic Motion Curves for MRI Retrospective Motion Correction |
| 12:05 – 12:15 | Aizada Nurdinova Stanford |
Neural space-time modeling for motion-corrected MR reconstruction |
| 12:15 – 12:30 | Closing Remarks | |
| Open Meet and Greet | ||