Multi-task Learning for Macromolecule Classification, Segmentation and Coarse Structural Recovery in Cryo-Tomography

Chang Liu1, Xiangrui Zeng1, Kai Wen Wang1

  • 1School of Computer Science, Carnegie Mellon University Pittsburgh, PA, USA.

BMVC : Proceedings of the British Machine Vision Conference. British Machine Vision Conference
|March 23, 2023
PubMed
Summary

We developed a new AI model for analyzing cellular electron cryo-tomography (CECT) data. This multi-task deep learning approach improves the identification, segmentation, and structural recovery of macromolecules within cells.