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Hybrid Approach to Colony-Forming Unit Counting Problem Using Multi-Loss U-Net Reformulation
Colony-Forming Unit (CFU) counting is a complex problem without a universal solution in biomedical and food safety domains. A multitude of sophisticated heuristics and segmentation-driven approaches have been proposed by researchers. However, U-Net remains the most frequently cited and used deep lea...
Autores principales: | Jumutc, Vilen, Suponenkovs, Artjoms, Bondarenko, Andrey, Bļizņuks, Dmitrijs, Lihachev, Alexey |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10575106/ https://www.ncbi.nlm.nih.gov/pubmed/37837169 http://dx.doi.org/10.3390/s23198337 |
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