IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 770–778 (IEEE, 2016). Abadi, M. et al. TensorFlow: a system for large-scale machine learning. Proceedings of the 12th USENIX conference on Operating Systems Design and Implementation 265–283 (IEEE, 2016). Iudin, A., ...
Cryogenic electron tomography (cryo-ET) visualizes the 3D spatial distribution of macromolecules at nanometer resolution inside native cells. However, automated identification of macromolecules inside cellular tomograms is challenged by noise and reconstruction artifacts, as well as the presence of many mole...
1.1. Optionally, create a virtual environment and activate it pip install virtualenv virtualenv --system-site-packages -p python3 ./deepEMhancer_env source ./deepEMhancer_env/bin/activate Install deepEMhancer (using Tensorflow 1.14) For CPU only use (expect running times ~ 24h) ...
Structures determined by cryo-EM can now reach resolutions as high as 2.2 Å and 2.3 Å, as exemplified by structures of the 465 kDa β-galactosidase (Bartesaghi et al., 2015) and the 540 kDa AAA ATPase p97 (Banerjee et al., 2016). However, all of the near-atomic-resolution ...