Communications Biology (Jul 2022)

DeepBacs for multi-task bacterial image analysis using open-source deep learning approaches

  • Christoph Spahn,
  • Estibaliz Gómez-de-Mariscal,
  • Romain F. Laine,
  • Pedro M. Pereira,
  • Lucas von Chamier,
  • Mia Conduit,
  • Mariana G. Pinho,
  • Guillaume Jacquemet,
  • Séamus Holden,
  • Mike Heilemann,
  • Ricardo Henriques

DOI
https://doi.org/10.1038/s42003-022-03634-z
Journal volume & issue
Vol. 5, no. 1
pp. 1 – 18

Abstract

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DeepBacs guides users without expertise in machine learning methods to leverage state-of-the-art artificial neural networks to analyse bacterial microscopy images.