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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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發表在:Mol Biol Cell
Main Authors: Nagao, Yukiko, Sakamoto, Mika, Chinen, Takumi, Okada, Yasushi, Takao, Daisuke
格式: Artigo
語言:Inglês
出版: The American Society for Cell Biology 2020
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在線閱讀: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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