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Deep vector-based convolutional neural network approach for automatic recognition of colonies of induced pluripotent stem cells

Pluripotent stem cells can potentially be used in clinical applications as a model for studying disease progress. This tracking of disease-causing events in cells requires constant assessment of the quality of stem cells. Existing approaches are inadequate for robust and automated differentiation of...

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Bibliografske podrobnosti
izdano v:PLoS One
Main Authors: Kavitha, Muthu Subash, Kurita, Takio, Park, Soon-Yong, Chien, Sung-Il, Bae, Jae-Sung, Ahn, Byeong-Cheol
Format: Artigo
Jezik:Inglês
Izdano: Public Library of Science 2017
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC5744970/
https://ncbi.nlm.nih.gov/pubmed/29281701
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0189974
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