Bobkova, Anastasiya Olegovna

  • 5 Citations
  • 1 h-Index
20132018
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Personal profile

Education/Academic qualification

Technical Sciences, Candidate

9 Apr 2010 → …

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Projects 2013 2013

Research Output 2013 2018

  • 5 Citations
  • 1 h-Index
  • 7 Conference contribution
  • 6 Article
  • 1 Conference article

Automatic system for estimating the volume of the left ventricle based on two-dimensional MRI images of the heart along the long axis

Porshnev, S. V., Bobkova, A. O., Zyuzin, V. V., Mukhtarov, A. A., Chernyshev, M. A. & Akhmetov, D. M., 30 Jan 2018, In : Journal of Physics: Conference Series. 944, 1, 012092.

Research output: Contribution to journalConference articleResearchpeer-review

estimating
chambers
diastole
systole
ejection

Estimation of Volume of the Left Ventricle on MRT-Images of a Two-Chamber Projection of Heart on a Short Axis Based on Deep Learning

Porshnev, S. V., Bobkova, A. O., Zyuzin, V. V., Mukhtarov, A. A., Akhmetov, D. M. & Chernyshev, M. A., 2017, 2017 XI INTERNATIONAL IEEE SCIENTIFIC AND TECHNICAL CONFERENCE DYNAMICS OF SYSTEMS, MECHANISMS AND MACHINES (DYNAMICS). IEEE Computer Society, Vol. 2017-November. p. 1-5 5 p. (Dynamics of Systems Mechanisms and Machines).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2 Citations (Scopus)

Experience of using of machine learning methods to identify the left ventricle region in echocardiographic records

Bobkova, A. O., Zyuzin, V. V., Porshnev, S. V. & Bobkov, V. V., 25 Jul 2017, Application of Information and Communication Technologies, AICT 2016 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 841-844 7991826

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Left Ventricle
Learning systems
Machine Learning
Classifiers
Echocardiography

The application of ensemble learning for delineation of the left ventricle on echocardiographic records

Bobkov, V., Bobkova, A., Porshnev, S. & Zuzin, V., 13 Jan 2017, 2016 Dynamics of Systems, Mechanisms and Machines, Dynamics 2016. Institute of Electrical and Electronics Engineers Inc., 7818984

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Classifiers
Echocardiography
Decision trees
Pixels
Cardiology