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

S. V. Porshnev, A. O. Bobkova, V. V. Zyuzin, A. A. Mukhtarov, D. M. Akhmetov, M. A. Chernyshev

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

Original languageEnglish
Title of host publication2017 XI INTERNATIONAL IEEE SCIENTIFIC AND TECHNICAL CONFERENCE DYNAMICS OF SYSTEMS, MECHANISMS AND MACHINES (DYNAMICS)
PublisherIEEE Computer Society
Pages1-5
Number of pages5
Volume2017-November
ISBN (Electronic)9781538618196
DOIs
Publication statusPublished - 2017
Event11th International IEEE Scientific and Technical Conference on Dynamics of Systems, Mechanisms and Machines (Dynamics) - Omsk
Duration: 14 Nov 201716 Nov 2017

Publication series

NameDynamics of Systems Mechanisms and Machines
PublisherIEEE
ISSN (Print)2381-7593

Conference

Conference11th International IEEE Scientific and Technical Conference on Dynamics of Systems, Mechanisms and Machines (Dynamics)
CityOmsk
Period14/11/201716/11/2017

Keywords

  • heart
  • left ventricle
  • final systolic volume
  • final diastolic volume
  • fraction of emission
  • magnetic and resonant tomography
  • parasternal position of a short axis
  • neural networks
  • restoration of volume

ASJC Scopus subject areas

  • Aerospace Engineering
  • Control and Systems Engineering
  • Automotive Engineering
  • Computational Mechanics

WoS ResearchAreas Categories

  • Engineering, Electrical & Electronic
  • Engineering, Mechanical

Cite this

Porshnev, S. V., Bobkova, A. O., Zyuzin, V. V., Mukhtarov, A. A., Akhmetov, D. M., & Chernyshev, M. A. (2017). 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. In 2017 XI INTERNATIONAL IEEE SCIENTIFIC AND TECHNICAL CONFERENCE DYNAMICS OF SYSTEMS, MECHANISMS AND MACHINES (DYNAMICS) (Vol. 2017-November, pp. 1-5). (Dynamics of Systems Mechanisms and Machines). IEEE Computer Society. https://doi.org/10.1109/Dynamics.2017.8239495
Porshnev, S. V. ; Bobkova, A. O. ; Zyuzin, V. V. ; Mukhtarov, A. A. ; Akhmetov, D. M. ; Chernyshev, M. A. / 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. 2017 XI INTERNATIONAL IEEE SCIENTIFIC AND TECHNICAL CONFERENCE DYNAMICS OF SYSTEMS, MECHANISMS AND MACHINES (DYNAMICS). Vol. 2017-November IEEE Computer Society, 2017. pp. 1-5 (Dynamics of Systems Mechanisms and Machines).
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title = "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",
keywords = "heart, left ventricle, final systolic volume, final diastolic volume, fraction of emission, magnetic and resonant tomography, parasternal position of a short axis, neural networks, restoration of volume",
author = "Porshnev, {S. V.} and Bobkova, {A. O.} and Zyuzin, {V. V.} and Mukhtarov, {A. A.} and Akhmetov, {D. M.} and Chernyshev, {M. A.}",
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doi = "10.1109/Dynamics.2017.8239495",
language = "English",
volume = "2017-November",
series = "Dynamics of Systems Mechanisms and Machines",
publisher = "IEEE Computer Society",
pages = "1--5",
booktitle = "2017 XI INTERNATIONAL IEEE SCIENTIFIC AND TECHNICAL CONFERENCE DYNAMICS OF SYSTEMS, MECHANISMS AND MACHINES (DYNAMICS)",
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Porshnev, SV, Bobkova, AO, Zyuzin, VV, Mukhtarov, AA, Akhmetov, DM & Chernyshev, MA 2017, 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. in 2017 XI INTERNATIONAL IEEE SCIENTIFIC AND TECHNICAL CONFERENCE DYNAMICS OF SYSTEMS, MECHANISMS AND MACHINES (DYNAMICS). vol. 2017-November, Dynamics of Systems Mechanisms and Machines, IEEE Computer Society, pp. 1-5, 11th International IEEE Scientific and Technical Conference on Dynamics of Systems, Mechanisms and Machines (Dynamics), Omsk, 14/11/2017. https://doi.org/10.1109/Dynamics.2017.8239495

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 XI INTERNATIONAL IEEE SCIENTIFIC AND TECHNICAL CONFERENCE DYNAMICS OF SYSTEMS, MECHANISMS AND MACHINES (DYNAMICS). Vol. 2017-November IEEE Computer Society, 2017. p. 1-5 (Dynamics of Systems Mechanisms and Machines).

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

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T1 - 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

AU - Porshnev, S. V.

AU - Bobkova, A. O.

AU - Zyuzin, V. V.

AU - Mukhtarov, A. A.

AU - Akhmetov, D. M.

AU - Chernyshev, M. A.

PY - 2017

Y1 - 2017

KW - heart

KW - left ventricle

KW - final systolic volume

KW - final diastolic volume

KW - fraction of emission

KW - magnetic and resonant tomography

KW - parasternal position of a short axis

KW - neural networks

KW - restoration of volume

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U2 - 10.1109/Dynamics.2017.8239495

DO - 10.1109/Dynamics.2017.8239495

M3 - Conference contribution

VL - 2017-November

T3 - Dynamics of Systems Mechanisms and Machines

SP - 1

EP - 5

BT - 2017 XI INTERNATIONAL IEEE SCIENTIFIC AND TECHNICAL CONFERENCE DYNAMICS OF SYSTEMS, MECHANISMS AND MACHINES (DYNAMICS)

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Porshnev SV, Bobkova AO, Zyuzin VV, Mukhtarov AA, Akhmetov DM, Chernyshev MA. 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. In 2017 XI INTERNATIONAL IEEE SCIENTIFIC AND TECHNICAL CONFERENCE DYNAMICS OF SYSTEMS, MECHANISMS AND MACHINES (DYNAMICS). Vol. 2017-November. IEEE Computer Society. 2017. p. 1-5. (Dynamics of Systems Mechanisms and Machines). https://doi.org/10.1109/Dynamics.2017.8239495