- 3D reconstruction from a single or biplanar images
- Audio Segmentation and Sound Event Detection
- Automatic C-arm Positioning/Pose estimation
- Epileptic Seizure Detection and Prediction Using EEG
- Image Stitching Using Unsupervised / Semi-Supervised Learning
- Learning-based Statistical Shape Model
- Leveraging Knowledge for Medical Image Understanding in Radiology
- Multimodal Learning with Functional and Structural MRI Analysis
- Physics-inspired diffusion model
- Physics-inspired Neural Networks for Medical Applications
- Representation Learning for Modeling Interactions
- Rethinking Ultrasound Confidence Maps
- Synthetic vessel generation
- Temporal Knowledge Graphs
- Temporal Modeling for Longitudinal Medical Data
- Video Object Segmentation
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Aufgabenbericht