Convolutional neural network initialized active contour model with adaptive ellipse fitting for nuclear segmentation on breast histopathological images

Automated detection and segmentation of nuclei from high-resolution histopathological images is a challenging problem owing to the size and complexity of digitized histopathologic images. In the context of breast cancer, the modified Bloom–Richardson Grading system is highly correlated with the morp...

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Bibliografiske detaljer
Udgivet i:J Med Imaging (Bellingham)
Main Authors: Xu, Jun, Gong, Lei, Wang, Guanhao, Lu, Cheng, Gilmore, Hannah, Zhang, Shaoting, Madabhushi, Anant
Format: Artigo
Sprog:Inglês
Udgivet: Society of Photo-Optical Instrumentation Engineers 2019
Fag:
Digital Pathology
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6368488/
https://ncbi.nlm.nih.gov/pubmed/30840729
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.6.1.017501
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