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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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Detalhes bibliográficos
Publicado no:Mol Biol Cell
Main Authors: Nagao, Yukiko, Sakamoto, Mika, Chinen, Takumi, Okada, Yasushi, Takao, Daisuke
Formato: Artigo
Idioma:Inglês
Publicado em: The American Society for Cell Biology 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7353138/
https://ncbi.nlm.nih.gov/pubmed/32320349
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1091/mbc.E20-03-0187
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