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Application of convolutional neural networks towards nuclei segmentation in localization-based super-resolution fluorescence microscopy images

BACKGROUND: Automated segmentation of nuclei in microscopic images has been conducted to enhance throughput in pathological diagnostics and biological research. Segmentation accuracy and speed has been significantly enhanced with the advent of convolutional neural networks. A barrier in the broad ap...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Mela, Christopher A., Liu, Yang
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8204587/
https://ncbi.nlm.nih.gov/pubmed/34130628
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-021-04245-x
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