Brief (professional biography)

2012–2021 – Almaty Economic College, Lecturer of Special Disciplines, Department of Physics, Mathematics and Computer Science (MFiKT).
2021–2022 – AUES, Senior Lecturer, Department of IT Engineering.
2023 – Institute of Information and Computational Technologies, Junior Researcher.

Education

2004–2008 – Abai Kazakh National Pedagogical University, Bachelor’s Degree in Informatics.
2015–2017 – Kazakh State Women’s Pedagogical University, Master of Natural Sciences.

Participation in scientific projects

GF AP19675574 “Development of an Intelligent System for Diagnosing Structural Changes in Pathologies Based on the Analysis and Processing of Biomedical Images”

Publications

O.Zh. Mamyrbayev, S.V. Pavlov, K.R. Momynzhanova. Image recognition methods for early detection of diabetic retinopathy. Vestnik AUES, No. 4(63), 2023, pp. 77–86. https://doi.org/10.51775/2790-0886_2023_63_4_77

Mamyrbayev, O.Zh., Pavlov, S.V., Momynzhanova, K.R. Development of a fuzzy logic-based expert system for early diagnosis of glaucoma. Bulletin of the Kazakh-British Technical University, No. 3(70), 2024. https://doi.org/10.55452/1998-6688-2024-21-3-37-47

Mamyrbayev, O.Zh., Oralbekova, D.O., Zhumagulova, Sh.P., Karymsakova, N.T. Application of machine learning methods for accurate prediction of cardiovascular diseases. Vestnik KazATK, 2024, No. 1 (130), pp. 240–251. https://doi.org/10.52167/1609-1817-2024-130-1-240-251

Mamyrbayev, O.Z., Oralbekova, D.O., Zhumagulova, Sh.P., & Azanbekov, E.Sh. (2024). Classification of dangerous arrhythmias using ECG scalograms with deep convolutional neural networks. Journal of Problems in Computer Science and Information Technologies, 1(2). https://doi.org/10.26577/jpcsit2024020104

Mamyrbayev, O., Pavlov, S., Karas, O., Saldan, Y., Momynzhanova, K., & Zhumagulova, S. (2024). Increasing the reliability of diagnosis of diabetic retinopathy based on machine learning. Eastern-European Journal of Enterprise Technologies, 2(9(128)), 17–26. https://doi.org/10.15587/1729-4061.2024.297849

R. Jamil, M. Dong, J. Rashid, M. Orken, Z.S. Pernebaykyzy, & M.K. Ragytovna. High accuracy microcalcifications detection of breast cancer using Wiener LTI Tophat model. IEEE Access, vol. PP, no. 99, pp. 1–1, 2024. https://doi.org/10.1109/ACCESS.2024.3439397

Mamyrbayev, O., Pavlov, S., Saldan, Y., Momynzhanova, K., & Zhumagulova, S. Optical and electronic expert system for diagnosing eye pathology in glaucoma. Applied Sciences, 2024, 14, 7816. https://doi.org/10.3390/app14177816

Mamyrbayev, O., Momynzhanova, K., Pavlov, S., Zagoruyko, L., Oralbekova, D., & Zhumagulova, Sh. System for automatic diabetic retinopathy detection. International Conference on Mathematics, Computation and Structures (ICMCS-24), August 12–13, 2024, Crete, Greece. African Journal of Biological Sciences, 6(15), 2024. ISSN: 2663-2187. http://doi.org/10.48047/AFJBS.6.15.2024.7898-7902