In vivo human cardiac fibre architecture estimation using shape-based diffusion tensor processing

被引:87
作者
Toussaint, Nicolas [1 ,2 ]
Stoeck, Christian T. [3 ,4 ]
Schaeffter, Tobias [1 ]
Kozerke, Sebastian [1 ,3 ,4 ]
Sermesant, Maxime [2 ]
Batchelor, Philip G. [1 ]
机构
[1] Kings Coll London, Div Imaging Sci & Biomed Engn, Rayne Inst, St Thomas Hosp, London SE1 7EH, England
[2] Inria, Asclepios Res Project, F-06902 Sophia Antipolis, France
[3] Univ Zurich, CH-8092 Zurich, Switzerland
[4] ETH, Inst Biomed Engn, CH-8092 Zurich, Switzerland
基金
英国工程与自然科学研究理事会;
关键词
Diffusion tensor imaging; Cardiac; In vivo; Elevation angle; Prolate spheroidal coordinates; LOG-EUCLIDEAN METRICS; DT-MRI; HISTOLOGICAL VALIDATION; VENTRICULAR MYOCARDIUM; MAGNETIC-RESONANCE; SPIN ECHOES; ORIENTATION; HEART; RECONSTRUCTION; INFARCTION;
D O I
10.1016/j.media.2013.02.008
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In vivo imaging of cardiac 3D fibre architecture is still a practical and methodological challenge. However it potentially provides important clinical insights, for example leading to a better understanding of the pathophysiology and the follow up of ventricular remodelling after therapy. Recently, the acquisition of 2D multi-slice Diffusion Tensor Images (DTI) of the in vivo human heart has become feasible, yielding a limited number of slices with relatively poor signal-to-noise ratios. In this article, we present a method to analyse the fibre architecture of the left ventricle (LV) using shape-based transformation into a normalised Prolate Spheroidal coordinate frame. Secondly, a dense approximation scheme of the complete 3D cardiac fibre architecture of the LV from a limited number of DTI slices is proposed and validated using ex vivo data. Those two methods are applied in vivo to a group of healthy volunteers, on which 2D DTI slices of the LV were acquired using a free-breathing motion compensated protocol. Results demonstrate the advantages of using curvilinear coordinates both for the anaylsis and the interpolation of cardiac DTI information. Resulting in vivo fibre architecture was found to agree with data from previous studies on ex vivo hearts. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:1243 / 1255
页数:13
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