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cs.CV2026
CoRe: Joint Optimization with Contrastive Learning for Medical Image Registration
Eytan Kats, Christoph Grossbroehmer, Ziad Al-Haj Hemidi +3
Medical image registration is a fundamental task in medical image analysis, enabling the alignment of images from different modalities or time points. However, intensity inconsiste…
cs.CV2026
Effective Feature Learning for 3D Medical Registration via Domain-Specialized DINO Pretraining
Eytan Kats, Mattias P. Heinrich
Medical image registration is a critical component of clinical imaging workflows, enabling accurate longitudinal assessment, multi-modal data fusion, and image-guided interventions…
cs.CV2026
Depth to Anatomy: Organ Localization from Depth Images for Automated Patient Table Positioning in Radiology Workflow
Eytan Kats, Kai Geissler, Daniel Mensing +4
In clinical radiology, accurate patient table positioning is essential to align specific internal organs of interest with the scanner imaging isocenter, ensuring image quality and…