Hostname: page-component-586b7cd67f-t7czq Total loading time: 0 Render date: 2024-11-29T00:39:22.291Z Has data issue: false hasContentIssue false
  • English
  • Français

Progress Toward Automatic Segmentation of Soft X-ray Tomograms Using Convolutional Neural Networks

Published online by Cambridge University Press:  04 August 2017

Tia Plautz ,
Rosanne Boudreau ,
Jian-Hua Chen ,
Axel Ekman ,
Mark LeGros ,
Gerry McDermott  and
Carolyn Larabell
Tia Plautz
Affiliation:
Department of Anatomy, University of California, San Francisco, San Francisco, CA, USA Molecular Biophysics and Integrated Bioimaging, Lawrence Berkeley Lab, Berkeley, CA, USA
Rosanne Boudreau
Affiliation:
Department of Anatomy, University of California, San Francisco, San Francisco, CA, USA Molecular Biophysics and Integrated Bioimaging, Lawrence Berkeley Lab, Berkeley, CA, USA
Jian-Hua Chen
Affiliation:
Department of Anatomy, University of California, San Francisco, San Francisco, CA, USA Molecular Biophysics and Integrated Bioimaging, Lawrence Berkeley Lab, Berkeley, CA, USA
Axel Ekman
Affiliation:
Department of Anatomy, University of California, San Francisco, San Francisco, CA, USA Molecular Biophysics and Integrated Bioimaging, Lawrence Berkeley Lab, Berkeley, CA, USA
Mark LeGros
Affiliation:
Department of Anatomy, University of California, San Francisco, San Francisco, CA, USA Molecular Biophysics and Integrated Bioimaging, Lawrence Berkeley Lab, Berkeley, CA, USA
Gerry McDermott
Affiliation:
Department of Anatomy, University of California, San Francisco, San Francisco, CA, USA Molecular Biophysics and Integrated Bioimaging, Lawrence Berkeley Lab, Berkeley, CA, USA
Carolyn Larabell
Affiliation:
Department of Anatomy, University of California, San Francisco, San Francisco, CA, USA Molecular Biophysics and Integrated Bioimaging, Lawrence Berkeley Lab, Berkeley, CA, USA

Abstract

An abstract is not available for this content so a preview has been provided. As you have access to this content, a full PDF is available via the ‘Save PDF’ action button.
Image of the first page of this content. For PDF version, please use the ‘Save PDF’ preceeding this image.'
Type
Abstract
Information
Microscopy and Microanalysis , Volume 23 , Supplement S1: Proceedings of Microscopy & Microanalysis 2017 , July 2017 , pp. 984 - 985
Copyright
© Microscopy Society of America 2017 

References

[1] Schmidhuber, Journal of Neural Networks 61 2015). p 85.Google Scholar
[2] MIT Technology Review (2013). Available: https://www.technologyreview.com/lists/technologies/2013/.Google Scholar
[3] Roth, H.R., et al, IEEE Transactions on Medical Imaging 35(5 2016). p 1170.CrossRefGoogle Scholar
[4] Moeskops, P., et al, IEEE Transactions on Medical Imaging 35(5 2016). p 1252.Google Scholar
[5] Pereira, S., et al, IEEE Transactions on Medical Imaging 35(5 2016). p 1240.Google Scholar
[6] Prasoon, A, et al, International Conference on Medical Image Computing and Computer-assisted Intervention 2013). p 246.Google Scholar
[7] Tajbakhsh, N., et al, IEEE Transactions on Medical Imaging 35(5 2016). p 1299.Google Scholar
[8] The National Center for X-ray Tomography is supported by NIH (P41GM103445) and DOE's Office of Biological and Environmental Research (DE-AC02-5CH11231).Google Scholar