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Enhanced cell segmentation with limited annotated data using generative adversarial networks

The application of deep learning is rapidly transforming the field of bioimage analysis. While deep learning has shown great promise in complex microscopy tasks such as single-cell segmentation, the development of generalizable foundation deep learning segmentation models is hampered by the scarcity...

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Detalles Bibliográficos
Autores principales: Zargari, Abolfazl, Mashhadi, Najmeh, Shariati, S. Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10402092/
https://www.ncbi.nlm.nih.gov/pubmed/37546774
http://dx.doi.org/10.1101/2023.07.26.550715