Projects per year
Personal profile
Education/Academic qualification
Technical Sciences, Candidate
9 Apr 2010 → …
Fingerprint Dive into the research topics where Анастасия Олеговна Бобкова is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 9 Similar Profiles
Echocardiography
Engineering & Materials Science
Ultrasonics
Engineering & Materials Science
Left Ventricle
Mathematics
Decision trees
Engineering & Materials Science
Pixels
Engineering & Materials Science
Learning systems
Engineering & Materials Science
Classifiers
Engineering & Materials Science
Ultrasound Image
Mathematics
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
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
estimating
chambers
diastole
systole
ejection
8
Citations
(Scopus)
Identification of the left ventricle endocardial border on two-dimensional ultrasound images using the convolutional neural network Unet
Zyuzin, V., Sergey, P., Mukhtarov, A., Chumarnaya, T., Solovyova, O., Bobkova, A. & Myasnikov, V., 13 Jun 2018, Proceedings - 2018 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2018. Institute of Electrical and Electronics Engineers Inc., p. 76-78 3 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
echocardiography
Echocardiography
Ultrasound Image
Left Ventricle
borders
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
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
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
Classifiers
Echocardiography
Decision trees
Pixels
Cardiology