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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...

Täydet tiedot

Tallennettuna:
Bibliografiset tiedot
Julkaisussa:Sci Rep
Päätekijät: Sadanandan, Sajith Kecheril, Ranefall, Petter, Le Guyader, Sylvie, Wählby, Carolina
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Nature Publishing Group UK 2017
Aiheet:
Linkit: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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