A general route to volumetric segmentation under annotation scarcity
samhita radhakrishnan, saurabh mathur, Aleksandr Aleksandrov, Hugo Schweke, Géraldine Silvano, Emmanuel D. Levy
The paper addresses volumetric cell segmentation challenges due to limited labelled data by using synthetic 3D objects to generate unlimited training data, achieving accurate segmentations of real biological data.
bioRxiv · Sep 23, 2026 · PreprintBioinformatics