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Semantic segmentation of HeLa cells: An objective comparison between one traditional algorithm and four deep-learning architectures

The quantitative study of cell morphology is of great importance as the structure and condition of cells and their structures can be related to conditions of health or disease. The first step towards that, is the accurate segmentation of cell structures. In this work, we compare five approaches, one...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Karabağ, Cefa, Jones, Martin L., Peddie, Christopher J., Weston, Anne E., Collinson, Lucy M., Reyes-Aldasoro, Constantino Carlos
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7531863/
https://ncbi.nlm.nih.gov/pubmed/33006963
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0230605
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