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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...

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Detalles Bibliográficos
Autores principales: Yudistira, Novanto, Kavitha, Muthusubash, Itabashi, Takeshi, Iwane, Atsuko H., Kurita, Takio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
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