Dr. Yuriy Chizhov Profile

Dr. Yuriy Chizhov

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Publications (6)

Proceedings Article | 28 October 2020 Paper

Deep learning model deploying on embedded skin cancer diagnostic device

Dmitrijs Bliznuks, Evija Cibulska, Andrey Bondarenko, Yuriy Chizhov, Ilze Lihacova

Proceedings Volume 11585, 115850D (2020) https://doi.org/10.1117/12.2582108

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Proceedings Article | 9 April 2020 Paper

Embedded neural network system for microorganisms growth analysis

D. Bliznuks, Y. Chizhov, A. Bondarenko, D. Uteshev, J. Liepins, S. Zolins, A. Lihachev, I. Lihacova

Proceedings Volume 11457, 1145720 (2020) https://doi.org/10.1117/12.2564404

KEYWORDS: Bacteria, Microorganisms, Neural networks, Speckle, Image processing, 3D image processing, Analytical research, Embedded systems, Algorithm development, Data modeling

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Proceedings Article | 9 April 2020 Paper

Identification of the most informative wavelengths for non-invasive melanoma diagnostics in spectral region from 450 to 950 nm

Dmitrijs Bliznuks, Yuriy Chizhov, Andrey Bondarenko, Dilshat Uteshev, Alexey Lihachev, Ilze Lihacova

Proceedings Volume 11459, 114590K (2020) https://doi.org/10.1117/12.2564382

KEYWORDS: Melanoma, Skin, RGB color model, Neural networks, Diagnostics, Convolutional neural networks, Data modeling, Performance modeling, Machine learning, Tumor growth modeling

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Proceedings Article | 1 April 2020 Presentation + Paper

Use of machine learning approaches to improve non-invasive skin melanoma diagnostic method in spectral range 450 - 950nm

A. Bondarenko, Y. Chizhov, D. Uteshev, D. Bliznuks, A. Lihachev, I. Lihacova

Proceedings Volume 11353, 113531D (2020) https://doi.org/10.1117/12.2541764

KEYWORDS: Skin, Melanoma, Diagnostics, Neural networks, Image processing, Multispectral imaging, Convolutional neural networks

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Proceedings Article | 22 July 2019 Paper

Automated microorganisms activity detection on the early growth stage using artificial neural networks

Dmitrijs Bliznuks, Alexey Lihachev, Janis Liepins, Dilshat Uteshev, Yuriy Chizhov, Andrey Bondarenko, Katrina Bolochko

Proceedings Volume 11075, 110751Q (2019) https://doi.org/10.1117/12.2527193

KEYWORDS: Microorganisms, Speckle, Bacteria, Artificial neural networks, Image processing, Neural networks

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Proceedings Article | 11 July 2019 Paper

Towards to deep neural network application with limited training data: synthesis of melanoma's diffuse reflectance spectral images

Katrina Bolochko, Dmitrijs Bliznuks, Dilshat Uteshev, Ilze Lihacova, Alexey Lihachev, Yuriy Chizhov, Andrey Bondarenko

Proceedings Volume 11074, 110741O (2019) https://doi.org/10.1117/12.2527173

KEYWORDS: Melanoma, Multispectral imaging, Skin, Diagnostics, Neural networks, Skin cancer, Diffuse reflectance spectroscopy, Image segmentation, Computer simulations, RGB color model

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Showing 5 of 6 publications

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