Dense cellular segmentation for EM using 2D–3D neural network ensembles

1 code implementation • 28 Jan 2021 • Matthew D. Guay, Zeyad A. S. Emam, Adam B. Anderson, Maria A. Aronova, Irina D. Pokrovskaya, Brian Storrie & Richard D. Leapman

Here, we define dense cellular segmentation as a multiclass semantic segmentation task for modeling cells and large numbers of their organelles, and give an example in human blood platelets.

3D Semantic Segmentation Electron Microscopy Image Segmentation +1