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Robust cell particle detection to dense regions and subjective training samples based on prediction of particle center using convolutional neural network

In recent years, finding the cause of pathogenesis is expected by observing the cell images. In this paper, we propose a cell particle detection method in cell images. However, there are mainly two kinds of problems in particle detection in cell image. The first is the different properties between c...

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Detalles Bibliográficos
Autores principales: Nishida, Kenshiro, Hotta, Kazuhiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6179199/
https://www.ncbi.nlm.nih.gov/pubmed/30303957
http://dx.doi.org/10.1371/journal.pone.0203646