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...

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Detalles Bibliográficos
Autores principales: Jumutc, Vilen, Suponenkovs, Artjoms, Bondarenko, Andrey, Bļizņuks, Dmitrijs, Lihachev, Alexey
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
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

Internet

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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