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DDeep3M+: adaptive enhancement powered weakly supervised learning for neuron segmentation

SIGNIFICANCE: Robust segmentations of neurons greatly improve neuronal population reconstruction, which could support further study of neuron morphology for brain research. AIM: Precise segmentation of 3D neuron structures from optical microscopy (OM) images is crucial to probe neural circuits and b...

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Detalles Bibliográficos
Autores principales: Xiao, Rong, Zhu, Lei, Liao, Jiangshan, Wu, Xinglong, Gong, Hui, Huang, Jin, Li, Ping, Sheng, Bin, Chen, Shangbin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society of Photo-Optical Instrumentation Engineers 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10289179/
https://www.ncbi.nlm.nih.gov/pubmed/37362386
http://dx.doi.org/10.1117/1.NPh.10.3.035003