Jan Kirschke
4 papers · 2024–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
semantic segmentation
(1)
vision transformer
(1)
domain adaptation
(1)
interpretability
(1)
class imbalance
(1)
diffusion model
(1)
mamba architecture
(1)
self-supervised pretraining
(1)
spatiotemporal model
(1)
lesion detection
(1)
super resolution
(1)
longitudinal segmentation
(1)
inpainting
(1)
interslice gap
(1)
k-space point spread function
(1)
task-specific dataset
(1)
vertebral fracture detection
(1)
Papers
SegMaST: Mamba-based Spatio-Temporal Modeling to Improve Longitudinal Disease Detection and Segmentation
MIDL 2026
MAGO-SP: Detection and Correction of Water-Fat Swaps in Magnitude-Only VIBE MRI
MICCAI 2025
Modeling the acquisition shift between axial and sagittal MRI for diffusion superresolution to enable axial spine segmentation
MIDL 2024
Video-CT MAE: Self-supervised Video-CT Domain Adaptation for Vertebral Fracture Diagnosis
MIDL 2024