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An automatic nuclei segmentation method based on deep convolutional neural networks for histopathology images

BACKGROUND: Since nuclei segmentation in histopathology images can provide key information for identifying the presence or stage of a disease, the images need to be assessed carefully. However, color variation in histopathology images, and various structures of nuclei are two major obstacles in accu...

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Detalles Bibliográficos
Autores principales: Jung, Hwejin, Lodhi, Bilal, Kang, Jaewoo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7422516/
https://www.ncbi.nlm.nih.gov/pubmed/32903361
http://dx.doi.org/10.1186/s42490-019-0026-8