An Explainable Convolutional Neural Network for the Early Diagnosis of Alzheimer's Disease from 18F-FDG PET.

Convolutional Neural Networks (CNN) which support the diagnosis of Alzheimer's Disease using 18F-FDG PET images are obtaining promising results; however, one of the main challenges in this domain is the fact that these models work as black-box systems. We developed a CNN that performs a multiclass c...

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Detalles Bibliográficos
Publicado en:Journal of Digital Imaging Vol. 36; no. 1; pp. 189 - 204
Autores principales: De Santi, Lisa Anita, Pasini, Elena, Santarelli, Maria Filomena, Genovesi, Dario, Positano, Vincenzo
Formato: diagnostic images equations & formulas pictorial research tables/charts Journal Article
Publicado: Springer Nature Feb2023
Acceso en línea:Ver este registro en EBSCOhost