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