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Cell segmentation and tracking using CNN-based distance predictions and a graph-based matching strategy

The accurate segmentation and tracking of cells in microscopy image sequences is an important task in biomedical research, e.g., for studying the development of tissues, organs or entire organisms. However, the segmentation of touching cells in images with a low signal-to-noise-ratio is still a chal...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Scherr, Tim, Löffler, Katharina, Böhland, Moritz, Mikut, Ralf
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7723299/
https://ncbi.nlm.nih.gov/pubmed/33290432
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0243219
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