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DeXtrusion: automatic recognition of epithelial cell extrusion through machine learning in vivo

Accurately counting and localising cellular events from movies is an important bottleneck of high-content tissue/embryo live imaging. Here, we propose a new methodology based on deep learning that allows automatic detection of cellular events and their precise xyt localisation on live fluorescent im...

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Detalles Bibliográficos
Autores principales: Villars, Alexis, Letort, Gaëlle, Valon, Léo, Levayer, Romain
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Company of Biologists Ltd 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10323232/
https://www.ncbi.nlm.nih.gov/pubmed/37283069
http://dx.doi.org/10.1242/dev.201747