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Multi-Path U-Net Architecture for Cell and Colony-Forming Unit Image Segmentation
U-Net is the most cited and widely-used deep learning model for biomedical image segmentation. In this paper, we propose a new enhanced version of a ubiquitous U-Net architecture, which improves upon the original one in terms of generalization capabilities, while addressing several immanent shortcom...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8839202/ https://www.ncbi.nlm.nih.gov/pubmed/35161735 http://dx.doi.org/10.3390/s22030990 |