Technical University of Riga
Dr. Katrina Bolocko (f), PhD in engineering, obtained in Riga Technical University in 2011. Since 2018 Vice Dean of Science Activity in Riga Technical University; since 2016 Head of Department of “Image Processing and Computer Graphics Department” in Riga Technical University.
She has several experiences researching in ERDF project “Fast and cost-effective machine learning based system for microbial growth analysis”; in Latvian governmental project “Fast and non-contact optical estimation of micro-organisms activity”; and “Skin cancer early diagnostics accuracy improvement by using neural networks”. Author of several relevant publications on national and International journals
- Bolochko, K., Bliznuks, D., Uteshev, D., Lihacova, I., Lihachev, A., Chizhov, Y., Bondarenko, A., “Towards to deep neural network application with limited training data: Synthesis of melanoma’s diffuse reflectance spectral images”, (2019) Progress in Biomedical Optics and Imaging – Proceedings of SPIE, DOI: 10.1117/12.2527173.
- Bliznuks, D., Lihachev, A., Liepins, J., Uteshev, D., Chizhov, Y., Bondarenko, A., Bolochko, K., “Automated microorganisms activity detection on the early growth stage using artificial neural networks”, (2019) Progress in Biomedical Optics and Imaging – Proceedings of SPIE, DOI: 10.1117/12.2527193.