Olga Senyukova

E-mail: olga.senyukova@graphics.cs.msu.ru
Профиль в системе "Истина"

I am an assistant professor of the department of Computing Systems and Automation, Faculty of Computational Mathematics and Cybernetics, Lomonosov Moscow State University. Currently my group has a joint work with Diagnostics and Telemedicine Center of the Moscow Health Care Department and also with research group from the USA. My scientific interests include but are not limited to computer vision and machine learning in disease diagnostics, prediction of MRI hardware failures, development of personalized medicine therapies.

Research Interests

  • computer vision
  • machine learning
  • biomedical image analysis

PhD Thesis: Algorithms for semantic segmentation and classification of low-dimensional biomedical signals based on machine learning


  • "Introduction to medical image analysis", Lomonosov Moscow State University
  • Seminars and practical sessions on programming, supporting the lecture course "Algorithms and algorithmic languages", Lomonosov Moscow State University
  • Seminars and practical sessions on programming, supporting the lecture course "Computer architecture and assembly language", Lomonosov Moscow State University

Lectures and talks


Selected publications

Gavrishchaka V, Senyukova O, Davis K. Multi-complexity ensemble measures for gait time series analysis: Application to diagnostics, monitoring and biometrics. Signal and Image Analysis for Biomedical and Life Sciences (Springer Advances in Experimental Medicine and Biology). 2015;823:107-26.
Senyukova O, Zobnin D. Fast brain mri registration with automatic landmark detection using a single template image. In: Pattern Recognition (37th German Conference, GCPR 2015, Aachen, Germany, October 7–10, 2015, Proceedings). — Vol. 9358 of LECTURE NOTES IN COMPUTER SCIENCE. — Springer International Publishing Heidelberg, Germany.; 2015. p. 390-9.
Сенюкова Ол. Сбалансированные деревья поиска: Учебно-методическое пособие. Москва: Издательский отдел факультета ВМК МГУ имени М.В. Ломоносова, МАКС Пресс; 2014.
Gavrishchaka V, Senyukova O. Robust Algorithmic Detection of Cardiac Pathologies from Short Periods of RR Data. In: Knowledge-Based Systems in Biomedicine and Computational Life Science - Studies in Computational Intelligence (Springer). Vol 450.; 2013. p. 137-53.
Senyukova O, Gavrishchaka V. Ensemble Decomposition Learning for Optimal Utilization of Implicitly Encoded Knowledge in Biomedical Applications. In: IASTED International Conference on Computational Intelligence and Bioinformatics. Pittsburgh, USA; 2011. p. 69-73.

All publications in English

All publications in Russian