Dr. Yaroslav Kolinko Profile

Dr. Yaroslav Kolinko

at Charles Univ

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Publications (2)

Proceedings Article | 7 April 2023 Presentation + Paper

MIMO U-Net: efficient cell segmentation and counting in microscopy image sequences

Palak Dave, Yaroslav Kolinko, Hunter Morera, Kurtis Allen, Saeed Alahmari, Dmitry Goldgof, Lawrence Hall, Peter Mouton

Proceedings Volume 12471, 124710R (2023) https://doi.org/10.1117/12.2655627

KEYWORDS: Image segmentation, Neurons, Multiple input multiple output, Education and training, Microscopy, Multiphoton microscopy, Signal to noise ratio, Confocal fluorescent microscopy, Binary data, Time lapse microscopy

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Proceedings Article | 4 April 2022 Poster + Presentation + Paper

Classification of global microglia proliferation based on deep learning with local images

Hunter Morera, Palak Dave, Yaroslav Kolinko, Kurtis Allen, Saeed Alahmari, Dmitry Goldgof, Lawrence Hall, Peter Mouton

Proceedings Volume 12032, 120322K (2022) https://doi.org/10.1117/12.2611581

KEYWORDS: Brain, Neuroimaging, Image segmentation, Tissues, RGB color model, Image classification, Animal model studies, Performance modeling, Spinal cord, Machine learning

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