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Automatic segmentation methods are mandatory for most computer-aided diagnostic methods, particularly in Positron Emission Tomography (PET), being extremely relevant for quantification purposes, disease diagnosis and staging. These automated approaches speed up the clinical work-flow, eliminating the need of a tedious manual delineation by physicians and greatly improving the reproducibility of the delineation procedures. This paper presents a novel approach for the fully automatic extractiondoi:10.1016/j.protcy.2012.09.097 fatcat:vnfds3ntefcipeb5cq5xjsuo24