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Computational imaging

Machine learning for 3D microscopy

Nature volume 523, pages 416–417 (2015)Cite this article

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Artificial neural networks have been combined with microscopy to visualize the 3D structure of biological cells. This could lead to solutions for difficult imaging problems, such as the multiple scattering of light.

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Figure 1: 3D image reconstruction with artificial neural networks.

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References

  1. Kamilov, U. S. et al. Optica 2, 517–522 (2015).

    Article  ADS  CAS  Google Scholar 

  2. LeCun, Y., Bengio, Y. & Hinton, G. Nature 521, 436–444 (2015).

    Article  ADS  CAS  Google Scholar 

  3. Cowley, J. M. & Moodie, A. F. Acta Crystallogr. 10, 609–619 (1957).

    Article  CAS  Google Scholar 

  4. Tian, L. & Waller, L. Optica 2, 104–111 (2015).

    Article  ADS  Google Scholar 

  5. Van den Broek, W. & Koch, C. T. Phys. Rev. Lett. 109, 245502 (2012).

    Article  ADS  Google Scholar 

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Authors and Affiliations

  1. Laura Waller and Lei Tian are in the Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, Berkeley, California 1770, USA.,

    Laura Waller & Lei Tian

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  1. Laura Waller
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  2. Lei Tian
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Correspondence to Laura Waller.

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Waller, L., Tian, L. Machine learning for 3D microscopy. Nature 523, 416–417 (2015). https://doi.org/10.1038/523416a

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