MISO: A Controlled Ablation of Masking, Initialization, Sampling, and Optimization for Segmentation in Volumetric Electron Microscopy
Shanmukha Vamshi Kuruba, George Stephenson, Vignesh Kasinath
The paper evaluates sampling, loss functions, and masking strategies for vEM organelle segmentation, finding that these factors significantly impact performance, especially for rare classes.
bioRxiv · Jun 22, 2026 · PreprintCell Biology