Figure 4.

The relationship between the number of PCA components used and the accuracy in the reconstruction of the left atrial shape. LA meshes for one representative case are reconstructed in pink using an increasing number of principal components. It can be seen that as the number of components increases, the reconstruction error decreases. As a consequence, the reconstructed pink mesh becomes a better approximation of the fully reconstructed mesh (in blue).