The goal of this study was to generate a population-based template/atlas and apply the template/atlas-based attenuation correction (AC) method for simultaneous positron-emission-tomography/magnetic-resonance-imaging (PET/MRI) neuroimaging studies on non-human primates (NHPs). Population-based template/atlas of computed tomography image and anatomical MRI, were generated from ten NHPs (rhesus macaque). By using the generated template/atlas, the linear attenuation coefficient (LAC) of objects can be reliably derived, showing good differentiation for tissues, also skull and air. Comparison of the PET images reconstructed by the template/atlas-based and simple threshold-based AC has shown that the template/atlas-based AC can increase PET signal by avoiding overcompensation of attenuation.
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