Projects per year
Personal profile
Education/Academic qualification
Technical Sciences, Candidate
9 Apr 2010 → …
Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.
- 4 Similar Profiles
Echocardiography
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Decision trees
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Pixels
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Learning systems
Engineering & Materials Science
Classifiers
Engineering & Materials Science
Optical flows
Engineering & Materials Science
Automation
Engineering & Materials Science
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Projects 2013 2013
- 1 Active
Научная группа «Методы анализа, обработки, визуализации и прогнозирования многомерных данных»
Поршнев, С. В., Долгих, М. П., Айзенштейн, Д. О., Бородин, А. М., Бобкова, А. О., Голубятников, Т. В., Зюзин, В. В., Копосов, А. С., Мирвода, С. Г., Сафиуллин, Н. Т., Клиорин, Н. И., Божалкин, Д. А., Пономарева, О. А., Кусайкин, Д. В., Мухтаров, А. А. & Рыльцев, Р. Е.
03/12/2013 → …
Project: Research › Research Group
Research Output 2013 2018
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 journal › Conference article › Research › peer-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 proceeding › Conference contribution › Research › peer-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 7991826Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-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., 7818984Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Classifiers
Echocardiography
Decision trees
Pixels
Cardiology
The usage of optical flow algorithm to the problem of recovery contour of the left ventricle of the human heart on the ultrasound image data
Mukhtarov, A. A., Porshnev, S. V., Zyuzin, V. V., Bobkova, A. O. & Labutina, Anastasia A, 2017, In : CEUR Workshop Proceedings. 1814, p. 91-97 7 p.Research output: Contribution to journal › Article › Research › peer-review
Optical flows
Ultrasonics
Recovery