TY - GEN
T1 - Computational anatomy atlas of the heart
AU - Ordas, Sebastian
AU - Oubel, Estanislao
AU - Sebastian, Rafael
AU - Frangi, AF
PY - 2007
Y1 - 2007
N2 - 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 FEMbased simulations of ventricular electrophysiology and cardiac functional analysis.
AB - 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 FEMbased simulations of ventricular electrophysiology and cardiac functional analysis.
UR - http://www.scopus.com/inward/record.url?scp=47949124448&partnerID=8YFLogxK
U2 - 10.1109/ISPA.2007.4383715
DO - 10.1109/ISPA.2007.4383715
M3 - Conference contribution
AN - SCOPUS:47949124448
SN - 9789531841160
T3 - ISPA 2007 - Proceedings of the 5th International Symposium on Image and Signal Processing and Analysis
SP - 338
EP - 342
BT - ISPA 2007 - Proceedings of the 5th International Symposium on Image and Signal Processing and Analysis
T2 - ISPA 2007 - 5th International Symposium on Image and Signal Processing and Analysis
Y2 - 27 September 2007 through 29 September 2007
ER -