The focus of the present PhD thesis is the quantitative analysis and classification of PET neuroimages in the context of neurodegenerative diseases, especially AD. As described in section I.2.1, PET imaging is one of the main functional imaging tools for the diagnosis of AD. Therefore, the principles of PET imaging and its use in the differential diagnosis of AD are briefly described.