Dr. Elena P. Kornaeva Profile

Dr. Elena P. Kornaeva

at Orel State Univ.

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Publications (2)

Proceedings Article | 29 April 2022 Paper

Application of shallow and deep convolutional neural networks to recognize the average flow rate of physiological fluids in a capillary

Ivan Stebakov, Elena Kornaeva, Elena Potapova, Viktor Dremin

Proceedings Volume 12194, 121940D (2022) https://doi.org/10.1117/12.2626125

KEYWORDS: Neurons

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Proceedings Article | 29 April 2022 Paper

Application of deep convolutional and long short-term memory neural networks to red blood cells motion detection and velocity approximation

Alexey Kornaev, Viktor Dremin, Elena Kornaeva, Mikhail Volkov

Proceedings Volume 12194, 121940C (2022) https://doi.org/10.1117/12.2626040

KEYWORDS: Blood, Capillaries, Video, Motion detection, Feature extraction, Neural networks, Video processing, Objectives, Image segmentation, Biomedical optics, Artificial intelligence

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