Volumetric heart modelling and analysis

Kyoungju Park; Albert Montillo; Dimitris Metaxas; Leon Axel

doi:10.1145/1042091.1042118

Volumetric heart modelling and analysis

Kyoungju Park, Albert Montillo, Dimitris Metaxas, Leon Axel

Research output: Contribution to journal › Review article › peer-review

17 Scopus citations

Abstract

Various methods to automatically extract the boundaries of the heart and the tags in spatial modulation of magnetization (SPAMM) images were developed. A concise and generic method of representing the three-dimensional (3D) heart shape for cardiac image analysis was presented. The method consists of a sequence of image-processing steps, followed by the computation of forces in each image plane and then the evolution of a deformable model until convergence is reached. A deformable model-based method was employed for the automatic segmentation and analysis of the heart's volume from images and the finite element modeling method for estimating the mechanical properties of the heart muscle.

Original language	English (US)
Pages (from-to)	43-48
Number of pages	6
Journal	Communications of the ACM
Volume	48
Issue number	2
DOIs	https://doi.org/10.1145/1042091.1042118
State	Published - Feb 2005

ASJC Scopus subject areas

General Computer Science

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10.1145/1042091.1042118

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title = "Volumetric heart modelling and analysis",

abstract = "Various methods to automatically extract the boundaries of the heart and the tags in spatial modulation of magnetization (SPAMM) images were developed. A concise and generic method of representing the three-dimensional (3D) heart shape for cardiac image analysis was presented. The method consists of a sequence of image-processing steps, followed by the computation of forces in each image plane and then the evolution of a deformable model until convergence is reached. A deformable model-based method was employed for the automatic segmentation and analysis of the heart's volume from images and the finite element modeling method for estimating the mechanical properties of the heart muscle.",

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AU - Park, Kyoungju

AU - Montillo, Albert

AU - Metaxas, Dimitris

AU - Axel, Leon

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N2 - Various methods to automatically extract the boundaries of the heart and the tags in spatial modulation of magnetization (SPAMM) images were developed. A concise and generic method of representing the three-dimensional (3D) heart shape for cardiac image analysis was presented. The method consists of a sequence of image-processing steps, followed by the computation of forces in each image plane and then the evolution of a deformable model until convergence is reached. A deformable model-based method was employed for the automatic segmentation and analysis of the heart's volume from images and the finite element modeling method for estimating the mechanical properties of the heart muscle.

AB - Various methods to automatically extract the boundaries of the heart and the tags in spatial modulation of magnetization (SPAMM) images were developed. A concise and generic method of representing the three-dimensional (3D) heart shape for cardiac image analysis was presented. The method consists of a sequence of image-processing steps, followed by the computation of forces in each image plane and then the evolution of a deformable model until convergence is reached. A deformable model-based method was employed for the automatic segmentation and analysis of the heart's volume from images and the finite element modeling method for estimating the mechanical properties of the heart muscle.

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Volumetric heart modelling and analysis

Abstract

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