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Multi-Path U-Net Architecture for Cell and Colony-Forming Unit Image Segmentation.
Sensors (Basel). 2022 Jan 27;22(3):990. doi: 10.3390/s22030990.
Sensors (Basel). 2022.
PMID: 35161735
Free PMC article.
Hybrid Approach to Colony-Forming Unit Counting Problem Using Multi-Loss U-Net Reformulation.
Jumutc V, Suponenkovs A, Bondarenko A, Bļizņuks D, Lihachev A.
Jumutc V, et al.
Sensors (Basel). 2023 Oct 9;23(19):8337. doi: 10.3390/s23198337.
Sensors (Basel). 2023.
PMID: 37837169
Free PMC article.
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Ranking-based kernels in applied biomedical diagnostics using a support vector machine.
Jumutc V, Zayakin P, Borisov A.
Jumutc V, et al.
Int J Neural Syst. 2011 Dec;21(6):459-73. doi: 10.1142/S0129065711002961.
Int J Neural Syst. 2011.
PMID: 22131299
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Multi-Loss U-Net Reformulation as an Efficient Solution to the Colony-Forming Unit Counting Problem.
Jumutc V, Bliznuks D, Lihachev A.
Jumutc V, et al.
Annu Int Conf IEEE Eng Med Biol Soc. 2023 Jul;2023:1-5. doi: 10.1109/EMBC40787.2023.10340810.
Annu Int Conf IEEE Eng Med Biol Soc. 2023.
PMID: 38083582
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Multi-Class Supervised Novelty Detection.
Jumutc V, Suykens JA.
Jumutc V, et al.
IEEE Trans Pattern Anal Mach Intell. 2014 Dec;36(12):2510-23. doi: 10.1109/TPAMI.2014.2327984.
IEEE Trans Pattern Anal Mach Intell. 2014.
PMID: 26353154
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