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Robust classification of cell cycle phase and biological feature extraction by image-based deep learning

Across the cell cycle, the subcellular organization undergoes major spatiotemporal changes that could in principle contain biological features that could potentially represent cell cycle phase. We applied convolutional neural network-based classifiers to extract such putative features from the fluor...

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Detalles Bibliográficos
Autores principales: Nagao, Yukiko, Sakamoto, Mika, Chinen, Takumi, Okada, Yasushi, Takao, Daisuke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The American Society for Cell Biology 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7353138/
https://www.ncbi.nlm.nih.gov/pubmed/32320349
http://dx.doi.org/10.1091/mbc.E20-03-0187