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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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Bibliografiske detaljer
Udgivet i:PLoS One
Main Authors: Scherr, Tim, Löffler, Katharina, Böhland, Moritz, Mikut, Ralf
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2020
Fag:
Online adgang: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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