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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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Dades bibliogràfiques
Publicat a:PLoS One
Autors principals: Karabağ, Cefa, Jones, Martin L., Peddie, Christopher J., Weston, Anne E., Collinson, Lucy M., Reyes-Aldasoro, Constantino Carlos
Format: Artigo
Idioma:Inglês
Publicat: Public Library of Science 2020
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Accés en línia: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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