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Probing the rules of cell coordination in live tissues by interpretable machine learning based on graph neural networks

Robustness in developing and homeostatic tissues is supported by various types of spatiotemporal cell-to-cell interactions. Although live imaging and cell tracking are powerful in providing direct evidence of cell coordination rules, extracting and comparing these rules across many tissues with pote...

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Detalles Bibliográficos
Autores principales: Yamamoto, Takaki, Cockburn, Katie, Greco, Valentina, Kawaguchi, Kyogo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9481156/
https://www.ncbi.nlm.nih.gov/pubmed/36067226
http://dx.doi.org/10.1371/journal.pcbi.1010477

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