Deep learning for the diagnosis of Alzheimer's disease with 18F-FDG PET neuroimaging

Neurodegenerative disease is the term used for a range of incurable and debilitating conditions affecting the human's nervous system. Amongst these conditions, Alzheimer's Disease (AD) is responsible for the greatest burden both for the number of people affected and for the high costs in m...

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Bibliographic Details
Main Author: Bastos, José Carlos Alho Barros de (author)
Format: masterThesis
Language:eng
Published: 2022
Subjects:
Alzheimer's disease
FDG-PET neuroimaging
ADNI dataset
Convolutional neural networks
Transfer learning
Custom deep learning
Online Access:http://hdl.handle.net/10773/33725
Country:Portugal
Oai:oai:ria.ua.pt:10773/33725

Internet

http://hdl.handle.net/10773/33725

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