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Journal of Medical Imaging

Semiautomated biventricular segmentation in three-dimensional echocardiography by coupled deformable surfaces
Author(s): Jørn Bersvendsen; Fredrik Orderud; Øyvind Lie; Richard John Massey; Kristian Fosså; Raúl San José Estépar; Stig Urheim; Eigil Samset
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Paper Abstract

With the advancement of three-dimensional (3-D) real-time echocardiography in recent years, automatic creation of patient specific geometric models is becoming feasible and important in clinical decision making. However, the vast majority of echocardiographic segmentation methods presented in the literature focus on the left ventricle (LV) endocardial border, leaving segmentation of the right ventricle (RV) a largely unexplored problem, despite the increasing recognition of the RV’s role in cardiovascular disease. We present a method for coupled segmentation of the endo- and epicardial borders of both the LV and RV in 3-D ultrasound images. To solve the segmentation problem, we propose an extension of a successful state-estimation segmentation framework with a geometrical representation of coupled surfaces, as well as the introduction of myocardial incompressibility to regularize the segmentation. The method was validated against manual measurements and segmentations in images of 16 patients. Mean absolute distances of 2.8 ± 0.4    mm , 3.2 ± 0.7    mm , and 3.1 ± 0.5    mm between the proposed and reference segmentations were observed for the LV endocardium, RV endocardium, and LV epicardium surfaces, respectively. The method was computationally efficient, with a computation time of 2.1 ± 0.4    s .

Paper Details

Date Published: 24 May 2017
PDF: 11 pages
J. Med. Imag. 4(2) 024005 doi: 10.1117/1.JMI.4.2.024005
Published in: Journal of Medical Imaging Volume 4, Issue 2
Show Author Affiliations
Jørn Bersvendsen, GE Healthcare Bio-Sciences (Norway)
Univ. of Oslo (Norway)
Ctr. for Cardiological Innovation (Norway)
Fredrik Orderud, Univ. of Oslo (Norway)
Øyvind Lie, Ctr. for Cardiological Innovation (Norway)
Oslo Univ. Hospital (Norway)
Richard John Massey, Oslo Univ. Hospital (Norway)
Kristian Fosså, Oslo Univ. Hospital (Norway)
Raúl San José Estépar, Harvard Medical School (United States)
Stig Urheim, Oslo Univ. Hospital (Norway)
Eigil Samset, GE Vingmed Ultrasound AS (Norway)
Univ. I of Oslo (Norway)
Ctr. for Cardiological Innovation (Norway)


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