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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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Detalles Bibliográficos
Autores principales: Xie, Yi Ning, Yu, Lian, Guan, Guo Hui, He, Yong Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6069585/
https://www.ncbi.nlm.nih.gov/pubmed/30079295
http://dx.doi.org/10.1155/2018/7919503