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Classifying the tracing difficulty of 3D neuron image blocks based on deep learning

Quickly and accurately tracing neuronal morphologies in large-scale volumetric microscopy data is a very challenging task. Most automatic algorithms for tracing multi-neuron in a whole brain are designed under the Ultra-Tracer framework, which begins the tracing of a neuron from its soma and traces...

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Detalles Bibliográficos
Autores principales: Yang, Bin, Huang, Jiajin, Wu, Gaowei, Yang, Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8571474/
https://www.ncbi.nlm.nih.gov/pubmed/34739611
http://dx.doi.org/10.1186/s40708-021-00146-0