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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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Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:BMC Bioinformatics
Egile Nagusiak: Mela, Christopher A., Liu, Yang
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: BioMed Central 2021
Gaiak:
Sarrera elektronikoa: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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