SpatialDINO: A Self-Supervised 3D Vision Transformer that enables Segmentation and Tracking in Crowded Cellular Environments
Alex Lavaee, Arkash Jain, Gustavo Scanavachi, Jose Inacio Costa-Filho, Adam Ingemansson, Tomas L. Kirchhausen
SpatialDINO enables automated segmentation and tracking of crowded cellular objects using self-supervised 3D vision transformers without manual annotations or retraining.
bioRxiv · Jan 25, 2026 · PreprintCell Biology