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Complementary performances of convolutional and capsule neural networks on classifying microfluidic images of dividing yeast cells

Microfluidic-based assays have become effective high-throughput approaches to examining replicative aging of budding yeast cells. Deep learning may offer an efficient way to analyze a large number of images collected from microfluidic experiments. Here, we compare three deep learning architectures t...

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書誌詳細
出版年:PLoS One
主要な著者: Ghafari, Mehran, Clark, Justin, Guo, Hao-Bo, Yu, Ruofan, Sun, Yu, Dang, Weiwei, Qin, Hong
フォーマット: Artigo
言語:Inglês
出版事項: Public Library of Science 2021
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC7968698/
https://ncbi.nlm.nih.gov/pubmed/33730031
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0246988
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