Olga Senyukova

E-mail: osenyukova@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. I received my Ph.D. from CMC MSU in 2012.

I am the author of 28 research papers, laureate of the faculty scholarship (2013, 2014, 2016) and MSU scholarship (2015) for young scientists and teachers that achieved significant success in teaching and research activities. In 2015 I won the contest on receiving the Russian President scholarship for young scientists and PhD students. I participate in research projects of Graphics and Media Lab. I am the member of organizing and program committees of international summer schools.


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

Teaching

  • "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

Projects

Selected publications

2015
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.
2014
Сенюкова Ол. Сбалансированные деревья поиска: Учебно-методическое пособие. Москва: Издательский отдел факультета ВМК МГУ имени М.В. Ломоносова, МАКС Пресс; 2014.
2013
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.
2011
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