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Microscopy cell nuclei segmentation with enhanced U-Net

BACKGROUND: Cell nuclei segmentation is a fundamental task in microscopy image analysis, based on which multiple biological related analysis can be performed. Although deep learning (DL) based techniques have achieved state-of-the-art performances in image segmentation tasks, these methods are usual...

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Bibliographic Details
Published in:BMC Bioinformatics
Main Author: Long, Feixiao
Format: Artigo
Language:Inglês
Published: BioMed Central 2020
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6950983/
https://ncbi.nlm.nih.gov/pubmed/31914944
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-019-3332-1
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