An Overlapping Cell Image Synthesis Method for Imbalance Data

DNA ploidy analysis of cells is an automation technique applied in pathological diagnosis. It is important for this technique to classify various nuclei images accurately. However, the lack of overlapping nuclei images in training data (imbalanced training data) results in low recognition rates of o...

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Bibliographic Details
Main Authors: Yi Ning Xie, Lian Yu, Guo Hui Guan, Yong Jun He
Format: Article
Language:English
Published: Hindawi Limited 2018-01-01
Series:Analytical Cellular Pathology
Online Access:http://dx.doi.org/10.1155/2018/7919503