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 contribution

1 Citation (Scopus)
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

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