Accurate Neuronal Soma Segmentation Using 3D Multi-Task Learning U-Shaped Fully Convolutional Neural Networks

Neuronal soma segmentation is a crucial step for the quantitative analysis of neuronal morphology. Automated neuronal soma segmentation methods have opened up the opportunity to improve the time-consuming manual labeling required during the neuronal soma morphology reconstruction for large-scale ima...

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Detalles Bibliográficos
Autores principales: Hu, Tianyu, Xu, Xiaofeng, Chen, Shangbin, Liu, Qian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7860594/
https://www.ncbi.nlm.nih.gov/pubmed/33551758
http://dx.doi.org/10.3389/fnana.2020.592806

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7860594/
https://www.ncbi.nlm.nih.gov/pubmed/33551758
http://dx.doi.org/10.3389/fnana.2020.592806

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