Image-Based Estimation of Ventricular Fiber Orientations for Patient-Specific Simulations

被引:0
|
作者
Vadakkumpadan, Fijoy [1 ]
Arevalo, Hermenegild [1 ]
Ceritoglu, Can [1 ]
Miller, Michael [1 ]
Trayanova, Natalia [1 ]
机构
[1] Johns Hopkins Univ, Dept Biomed Engn, Baltimore, MD 21218 USA
关键词
INDUCED HEART-FAILURE; MODELS;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
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.
引用
收藏
页码:1672 / 1675
页数:4
相关论文
共 50 条
  • [41] Patient-Specific CT Image-Based Engineering Analysis of Transcatheter Aortic Valve Replacement - Implications for Aortic Root Rupture
    Wang, Qian
    Martin, Caitlin
    Kodali, Susheel
    Leipsic, Jonathon
    Blanke, Philipp
    Webb, John
    Leon, Martin
    Williams, Mathew
    Primiano, Charles
    Sun, Wei
    CIRCULATION, 2014, 130
  • [42] 3D image-based computational modeling for patient-specific mechanical analysis of human heart right ventricles
    Tang, DL
    Yang, C
    del Nido, PJ
    Haber, I
    Tal Geva, MD
    METMBS '05: Proceedings of the 2005 International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences, 2005, : 190 - 196
  • [43] Multi-Scale Modeling of Patient-Specific Ventricular Geometry, Fiber Structure, and Biomechanics
    Krishnamurthy, Adarsh
    Villongco, Chris
    Kerckhoffs, Roy
    McCulloch, Andrew
    BIOPHYSICAL JOURNAL, 2012, 102 (03) : 351A - 351A
  • [44] Estimation of left ventricular blood flow parameters - clinical application of patient-specific CFD simulations from 4D echocardiography
    Larsson, David
    Spuhler, Jeannette H.
    Gunyeli, Elif
    Weinkauf, Tino
    Hoffman, Johan
    Colarieti-Tosti, Massimiliano
    Winter, Reidar
    Larsson, Matilda
    MEDICAL IMAGING 2017: ULTRASONIC IMAGING AND TOMOGRAPHY, 2017, 10139
  • [45] Patient-Specific Ventricular Beat Classification without Patient-Specific Expert Knowledge: A Transfer Learning Approach
    Wiens, Jenna
    Guttag, John V.
    2011 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2011, : 5876 - 5879
  • [46] Image-based patient-specific ventricle models with fluid-structure interaction for cardiac function assessment and surgical design optimization
    Tang, Dalin
    Yang, Chun
    Geva, Tal
    del Nido, Pedro J.
    PROGRESS IN PEDIATRIC CARDIOLOGY, 2010, 30 (1-2) : 51 - 62
  • [47] Image-based features in machine learning to identify delivery errors and predict error magnitude for patient-specific IMRT quality assurance
    Huang, Ying
    Pi, Yifei
    Ma, Kui
    Miao, Xiaojuan
    Fu, Sichao
    Chen, Hua
    Wang, Hao
    Gu, Hengle
    Shao, Yan
    Duan, Yanhua
    Feng, Aihui
    Zhuo, Weihai
    Xu, Zhiyong
    STRAHLENTHERAPIE UND ONKOLOGIE, 2023, 199 (05) : 498 - 510
  • [48] Image-based features in machine learning to identify delivery errors and predict error magnitude for patient-specific IMRT quality assurance
    Ying Huang
    Yifei Pi
    Kui Ma
    Xiaojuan Miao
    Sichao Fu
    Hua Chen
    Hao Wang
    Hengle Gu
    Yan Shao
    Yanhua Duan
    Aihui Feng
    Weihai Zhuo
    Zhiyong Xu
    Strahlentherapie und Onkologie, 2023, 199 : 498 - 510
  • [49] Towards a patient-specific dosimetry in nuclear medicine associating Monte-Carlo and 3D image-based approaches
    Hadid, L.
    Desbree, A.
    Schlattl, H.
    Blanchardon, E.
    Grandgirard, N.
    Pierrat, N.
    Zankl, M.
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2010, 37 : S315 - S315
  • [50] Patient-Specific Pose Estimation in Clinical Environments
    Chen, Kenny
    Gabriel, Paolo
    Alasfour, Abdulwahab
    Gong, Chenghao
    Doyle, Werner K.
    Devinsky, Orrin
    Friedman, Daniel
    Dugan, Patricia
    Melloni, Lucia
    Thesen, Thomas
    Gonda, David
    Sattar, Shifteh
    Wang, Sonya
    Gilja, Vikash
    IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE, 2018, 6