Nature Communications (Jun 2019)

Learning cellular morphology with neural networks

  • Philipp J. Schubert,
  • Sven Dorkenwald,
  • Michał Januszewski,
  • Viren Jain,
  • Joergen Kornfeld

DOI
https://doi.org/10.1038/s41467-019-10836-3
Journal volume & issue
Vol. 10, no. 1
pp. 1 – 12

Abstract

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Volume electron microscopy data of brain tissue can tell us much about neural circuits, but increasingly large data sets demand automation of analysis. Here, the authors introduce cellular morphology neural networks and successfully automate a range of morphological analysis tasks.