PCA and logistic regression in 2-[18F]FDG PET neuroimaging as an interpretable and diagnostic tool for Alzheimer’s disease - Gonçalves de Oliveira, Carlos Eduardo; de Araújo, Whemberton Martins; de Jesus Teixeira, Ana Beatriz Marinho; Gonçalves, Gustavo Lopes; Itikawa, Emerson Nobuyuki (Physics in medicine & biology, 2024)
Keywords: Alzheimer Disease - diagnostic imaging; artificial intelligence; Brain - diagnostic imaging; FDG PET; Fluorodeoxyglucose F18; Humans; Logistic Models; logistic regression; neurodegenerative disease; Neuroimaging; Positron-Emission Tomography - methods; principal component analysis; Radiopharmaceuticals; neurodegenerative disease; logistic regression; FDG PET; artificial intelligence; principal component analysis