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  • Kecheril Sadanandan, Sajith, et al. (author)
  • Automated training of deep convolutional neural networks for cell segmentation
  • 2017
  • In: Scientific Reports. - : Springer Science and Business Media LLC. - 2045-2322. ; 7
  • Journal article (peer-reviewed)abstract
    • Deep Convolutional Neural Networks (DCNN) have recently emerged as superior for many image segmentation tasks. The DCNN performance is however heavily dependent on the availability of large amounts of problem-specific training samples. Here we show that DCNNs trained on ground truth created automatically using fluorescently labeled cells, perform similar to manual annotations.
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Type of publication
journal article (1)
Type of content
peer-reviewed (1)
Author/Editor
Wählby, Carolina, 19 ... (1)
Ranefall, Petter (1)
Kecheril Sadanandan, ... (1)
Le Guyader, Sylvie (1)
University
Uppsala University (1)
Karolinska Institutet (1)
Language
English (1)
Research subject (UKÄ/SCB)
Engineering and Technology (1)
Year
2017 (1)

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