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Fusion of encoder-decoder deep networks improves delineation of multiple nuclear phenotypes

BACKGROUND: Nuclear segmentation is an important step for profiling aberrant regions of histology sections. If nuclear segmentation can be resolved, then new biomarkers of nuclear phenotypes and their organization can be predicted for the application of precision medicine. However, segmentation is a...

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Vydáno v:BMC Bioinformatics
Hlavní autoři: Khoshdeli, Mina, Winkelmaier, Garrett, Parvin, Bahram
Médium: Artigo
Jazyk:Inglês
Vydáno: BioMed Central 2018
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On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6081825/
https://ncbi.nlm.nih.gov/pubmed/30086715
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-018-2285-0
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