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Prediction of Sequential Organelles Localization under Imbalance using A Balanced Deep U-Net
Assessing the structure and function of organelles in living organisms of the primitive unicellular red algae Cyanidioschyzon merolae on three-dimensional sequential images demands a reliable automated technique in the class imbalance among various cellular structures during mitosis. Existing classi...
Autores principales: | Yudistira, Novanto, Kavitha, Muthusubash, Itabashi, Takeshi, Iwane, Atsuko H., Kurita, Takio |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7021757/ https://www.ncbi.nlm.nih.gov/pubmed/32060319 http://dx.doi.org/10.1038/s41598-020-59285-9 |
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