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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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Detalles Bibliográficos
Autores principales: Karabağ, Cefa, Jones, Martin L., Peddie, Christopher J., Weston, Anne E., Collinson, Lucy M., Reyes-Aldasoro, Constantino Carlos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7531863/
https://www.ncbi.nlm.nih.gov/pubmed/33006963
http://dx.doi.org/10.1371/journal.pone.0230605

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