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Showing 2017 · q-bio.QMShow all
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q-bio.QM2017★ 53 cited
A convolutional autoencoder approach for mining features in cellular electron cryo-tomograms and weakly supervised coarse segmentation
Xiangrui Zeng, Miguel Ricardo Leung, Tzviya Zeev-Ben-Mordehai +1
Cellular electron cryo-tomography enables the 3D visualization of cellular organization in the near-native state and at submolecular resolution. However, the contents of cellular t…
q-bio.QM2017★ 49 cited
Deep learning based subdivision approach for large scale macromolecules structure recovery from electron cryo tomograms
Min Xu, Xiaoqi Chai, Hariank Muthakana +4
Motivation: Cellular Electron CryoTomography (CECT) enables 3D visualization of cellular organization at near-native state and in sub-molecular resolution, making it a powerful too…