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Training a deep learning model for single-cell segmentation without manual annotation

Advances in the artificial neural network have made machine learning techniques increasingly more important in image analysis tasks. Recently, convolutional neural networks (CNN) have been applied to the problem of cell segmentation from microscopy images. However, previous methods used a supervised...

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Detalles Bibliográficos
Autores principales: Din, Nizam Ud, Yu, Ji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8671438/
https://www.ncbi.nlm.nih.gov/pubmed/34907213
http://dx.doi.org/10.1038/s41598-021-03299-4