DOWNLOADSLeft Ventricle PCA model (first phase)
Left Ventricle PCA model (firtst phase)
DescriptionStatistical shape model of the left ventricle built using Principal Component Analysis. The model consists of a non-manifold mesh of 2 cardiac components (lateral wall and septal wall). An epiendo label indicates whether a vertex belongs to the epi- or endocardial surface. The model contains 28 modes of variation, accounting for 90 percent of variance in the training set. The norm of each mode vector is its associated eigenvalue (as opposed to 1). The model was generated from the end-diastolic shapes of 134 subjects. Five iterations of Procrustes alignment were applied.
File FormatVTK XML Serial PolyData
Size of download1.52 MB
When using this model, please cite:
A high-resolution atlas and statistical model of the human heart from multislice CT., Hoogendoorn C, Duchateau N, Sánchez-Quintana D, Whitmarsh T, Sukno FM, De Craene M, Lekadir K, Frangi AF. IEEE Trans Med Imaging. 2013 Jan; 32(1):28-44.