To offer a comprehensive perspective of the potential applications of AI in PET imaging for AD, this narrative review provides an overview of the literature and of the different applications of Artificial Intelligence to PET imaging in Alzheimer’s disease, also focusing on key subtopics, 18F-FDG PET, Amyloid PET, and Tau PET. The gene discussed is MAPT; the disease is Alzheimer disease.