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Automated Training of Deep Convolutional Neural Networks for Cell Segmentation

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 automati...

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Bibliographic Details
Published in:Sci Rep
Main Authors: Sadanandan, Sajith Kecheril, Ranefall, Petter, Le Guyader, Sylvie, Wählby, Carolina
Format: Artigo
Language:Inglês
Published: Nature Publishing Group UK 2017
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5552800/
https://ncbi.nlm.nih.gov/pubmed/28798336
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-017-07599-6
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