Supported Applications


  • Description

    (ISOtropic reconstructioN of Electron Tomography) trains deep convolutional neural networks to reconstruct meaningful contents in the missing wedge for electron tomography, and to increase signal-to-noise ratio, using the information learned from the original tomogram.

  • Installation

    Use the following command to install this title with the CLI client: $ sbgrid-cli install isonet Copy to clipboard
  • Primary Citation*

    Y.-T. Liu, H. Zhang, H. Wang, C.-L. Tao, G.-Q. Bi, and Z. H. Zhou. 2021. Isotropic Reconstruction of Electron Tomograms with Deep Learning. bioRxiv 2021.07.17.452128.

    • *Full citation information available through

  • Webinars

    Topic: IsoNet - ISOtropic reconstructioN of Electron Tomography with deep learning
    Presenter: Yuntao Liu, Ph.D., University of California, Los Angeles

    Host: Shaun Rawson
    Recorded on November 30, 2021

  • Keywords

    Machine Learning, Tomography

  • Default Versions

    Linux 64:  0.2

  • Other Versions

      Linux 64:

      0.2_cu10.2, 0.1_cu10.2, 0.1
  • Developers

    Yuntao Liu, Heng Zhang, Hui Wang, Z. Hong Zhou