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Docteur de l'université Automatic Segmentation and Shape Analysis ...

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98 Chapter 4 Statistical shape mo<strong>de</strong>l of Hippocampus<br />

Cumulative variance<br />

Cumulative variance<br />

0.4 0.6 0.8 1.0<br />

0.4 0.6 0.8 1.0<br />

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Mo<strong>de</strong>s<br />

(a) Left hippocampus<br />

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Mo<strong>de</strong>s<br />

(b) Right hippocampus<br />

Figure 4.8: The compactness of the Statistical <strong>Shape</strong> Mo<strong>de</strong>l (SSM). The proportion<br />

of the total variance explained by the first principal components of the<br />

shape mo<strong>de</strong>l. Red: optimized SSM, black: initial SSM.

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