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

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Chapter 2 Literature Review 21<br />

Figure 2.3: Delineation of hippocampus in the labelings from the Internet<br />

Brain <strong>Segmentation</strong> Repository (IBSR). Image source: Makris et al. (2004).<br />

The inferior medial bor<strong>de</strong>r inclu<strong>de</strong>s the subiculum, most of the presubiculum, <strong>and</strong><br />

approximately a quarter of the parasubiculum. The fimbria posterior to the com-<br />

missure is exclu<strong>de</strong>d. The lateral ventricle is used as the external l<strong>and</strong>mark where<br />

the hippocampal tail terminates.<br />

Other protocols translating the anatomical <strong>de</strong>finition <strong>and</strong> <strong>de</strong>scription into the im-<br />

age domain are <strong>de</strong>veloped to make the manual tracing of the hippocampus in-<br />

dividual MR images operable. Although hippocampus is a complex structure<br />

convoluted insi<strong>de</strong> the medial limbic lobe, its boundary is recognizable un<strong>de</strong>r high<br />

resolution MR where it bor<strong>de</strong>rs with adjacent white matter <strong>and</strong> CSF. While its<br />

boundary with amygdala is more difficult to distinguish. The manual <strong>de</strong>lineation<br />

of the hippocampi is usually performed on both the left <strong>and</strong> the right si<strong>de</strong> of the<br />

image, while sometimes the image is flipped such that both hippocampi traced on<br />

the same si<strong>de</strong> to avoid the laterality bias (Schott et al., 2003; Scahill et al., 2003).<br />

Different anatomical gui<strong>de</strong>lines used by various volumetric studies <strong>de</strong>fining the<br />

hippocampus on the MR image contributes to the variance among the results re-<br />

ported, which have been reviewed by Geuze et al. (2004). An up-to-date review by<br />

Konrad et al. (2009) surveyed 71 published protocols in neuroimaging literature,<br />

which i<strong>de</strong>ntified five main areas where the protocols differ:<br />

• inclusion/exclusion of the white matter such as alveus <strong>and</strong> fimbria;<br />

• the anterior hippocampus-amygdala bor<strong>de</strong>r;<br />

• the posterior bor<strong>de</strong>r to which the hippocampal tail extends;

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