Title :
Computational Anatomy Atlas of the Heart
Author :
Ordas, Sebastian ; Oubel, Estanislao ; Sebastian, Rafael ; Frangi, Alejadro F.
Author_Institution :
Univ. Pompeu Fabra, Barcelona
Abstract :
A computational anatomy atlas of the heart has been built for the main purposes of patient-specific functional analysis and electromechanics simulations. The atlas is composed of an underlying statistical shape model, based on a point distribution model (PDM), which was constructed from a training set comprising 100 asymptomatic and pathologic subjects. A key advantage of the proposed building procedure is the needless of manual delineations. Another one is the use of multi-slice computed tomography (MSCT) images, which have an excellent spatial resolution. Both, inter-subject and temporal variability were captured with the inclusion of all available time frames of each 4-D (3-D + time) image. Embedded in the shape model, a number of functional structures and properties have been incorporated to the atlas, such as myocardial fiber orientation, specialized electrical conduction pathways in the ventricles and atria, a set of anatomical landmarks, and the coronary venous and arterial trees. While numerous potential improvements are planed for the future, the atlas is already workable for FEM-based simulations of ventricular electrophysiology and cardiac functional analysis.
Keywords :
bioelectric phenomena; cardiology; computerised tomography; finite element analysis; physiological models; FEM-based simulations; arterial trees; atria; cardiac functional analysis; computational anatomy atlas; coronary venous; electrical conduction pathways; electromechanics simulations; heart; multislice computed tomography; myocardial fiber orientation; patient-specific functional analysis; point distribution model; ventricles; ventricular electrophysiology; Analytical models; Anatomy; Buildings; Computational modeling; Computed tomography; Functional analysis; Heart; Myocardium; Shape; Spatial resolution;
Conference_Titel :
Image and Signal Processing and Analysis, 2007. ISPA 2007. 5th International Symposium on
Conference_Location :
Istanbul
Print_ISBN :
978-953-184-116-0
DOI :
10.1109/ISPA.2007.4383715