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Automatic improvement of deep learning-based cell segmentation in time-lapse microscopy by neural architecture search
MOTIVATION: Live cell segmentation is a crucial step in biological image analysis and is also a challenging task because time-lapse microscopy cell sequences usually exhibit complex spatial structures and complicated temporal behaviors. In recent years, numerous deep learning-based methods have been...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8665766/ https://www.ncbi.nlm.nih.gov/pubmed/34329376 http://dx.doi.org/10.1093/bioinformatics/btab556 |