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Automated condition-invariable neurite segmentation and synapse classification using textural analysis-based machine-learning algorithms

High-resolution live-cell imaging studies of neuronal structure and function are characterized by large variability in image acquisition conditions due to background and sample variations as well as low signal-to-noise ratio. The lack of automated image analysis tools that can be generalized for var...

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Detalhes bibliográficos
Main Authors: Kandaswamy, Umasankar, Rotman, Ziv, Watt, Dana, Schillebeeckx, Ian, Cavalli, Valeria, Klyachko, Vitaly
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3721977/
https://ncbi.nlm.nih.gov/pubmed/23261652
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jneumeth.2012.12.011
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