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Neuron tracing from light microscopy images: automation, deep learning and bench testing

MOTIVATION: Large-scale neuronal morphologies are essential to neuronal typing, connectivity characterization and brain modeling. It is widely accepted that automation is critical to the production of neuronal morphology. Despite previous survey papers about neuron tracing from light microscopy data...

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Detalles Bibliográficos
Autores principales: Liu, Yufeng, Wang, Gaoyu, Ascoli, Giorgio A, Zhou, Jiangning, Liu, Lijuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9750132/
https://www.ncbi.nlm.nih.gov/pubmed/36303315
http://dx.doi.org/10.1093/bioinformatics/btac712