A Deep Learning Approach for Neuronal Cell Body Segmentation in Neurons Expressing GCaMP Using a Swin Transformer

Neuronal cell body analysis is crucial for quantifying changes in neuronal sizes under different physiological and pathologic conditions. Neuronal cell body detection and segmentation mainly rely on manual or pseudo-manual annotations. Manual annotation of neuronal boundaries is time-consuming, requ...

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Detalles Bibliográficos
Autores principales: Islam, Mohammad Shafkat, Suryavanshi, Pratyush, Baule, Samuel M., Glykys, Joseph, Baek, Stephen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society for Neuroscience 2023
Materias:
Research Article: Methods/New Tools
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10523838/
https://www.ncbi.nlm.nih.gov/pubmed/37704367
http://dx.doi.org/10.1523/ENEURO.0148-23.2023

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