Image-based estimation of ventricular fiber orientations for patient-specific simulations

Fijoy Vadakkumpadan, Hermenegild Arevalo, Can Ceritoglu, Michael Miller, Natalia Trayanova

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Patient-specific simulation of heart (dys)function aimed at personalizing cardiac therapy are hampered by the absence of in vivo imaging technology for clinically acquiring myocardial fiber orientations. In this research, we develop a methodology to predict ventricular fiber orientations of a patient heart, given the geometry of the heart and an atlas. We test the methodology by comparing the estimated fiber orientations with measured ones, and by quantifying the effect of the estimation error on outcomes of electrophysiological simulations, in normal and failing canine hearts. The new insights obtained from the project will pave the way for the development of patient-specific models of the heart that can aid physicians in personalized diagnosis and decisions regarding electrophysiological interventions.

Original languageEnglish (US)
Title of host publicationProceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
Pages1672-1675
Number of pages4
DOIs
StatePublished - 2011
Event33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011 - Boston, MA, United States
Duration: Aug 30 2011Sep 3 2011

Other

Other33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011
CountryUnited States
CityBoston, MA
Period8/30/119/3/11

Fingerprint

Patient Simulation
Fiber reinforced materials
Atlases
Error analysis
Canidae
Technology
Physicians
Imaging techniques
Geometry
Research

ASJC Scopus subject areas

  • Computer Vision and Pattern Recognition
  • Signal Processing
  • Biomedical Engineering
  • Health Informatics

Cite this

Vadakkumpadan, F., Arevalo, H., Ceritoglu, C., Miller, M., & Trayanova, N. (2011). Image-based estimation of ventricular fiber orientations for patient-specific simulations. In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS (pp. 1672-1675). [6090481] https://doi.org/10.1109/IEMBS.2011.6090481

Image-based estimation of ventricular fiber orientations for patient-specific simulations. / Vadakkumpadan, Fijoy; Arevalo, Hermenegild; Ceritoglu, Can; Miller, Michael; Trayanova, Natalia.

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 2011. p. 1672-1675 6090481.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Vadakkumpadan, F, Arevalo, H, Ceritoglu, C, Miller, M & Trayanova, N 2011, Image-based estimation of ventricular fiber orientations for patient-specific simulations. in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS., 6090481, pp. 1672-1675, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011, Boston, MA, United States, 8/30/11. https://doi.org/10.1109/IEMBS.2011.6090481
Vadakkumpadan F, Arevalo H, Ceritoglu C, Miller M, Trayanova N. Image-based estimation of ventricular fiber orientations for patient-specific simulations. In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 2011. p. 1672-1675. 6090481 https://doi.org/10.1109/IEMBS.2011.6090481
Vadakkumpadan, Fijoy ; Arevalo, Hermenegild ; Ceritoglu, Can ; Miller, Michael ; Trayanova, Natalia. / Image-based estimation of ventricular fiber orientations for patient-specific simulations. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 2011. pp. 1672-1675
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