Comparison of Transfer Learning and Conventional Machine Learning Applied to Structural Brain MRI for the Early Diagnosis and Prognosis of Alzheimer's Disease

Alzheimer's Disease (AD) is the most common neurodegenerative disease, with 10% prevalence in the elder population. Conventional Machine Learning (ML) was proven effective in supporting the diagnosis of AD, while very few studies investigated the performance of deep learning and transfer learni...

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Detalhes bibliográficos
Publicado no:Front Neurol
Main Authors: Nanni, Loris, Interlenghi, Matteo, Brahnam, Sheryl, Salvatore, Christian, Papa, Sergio, Nemni, Raffaello, Castiglioni, Isabella
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Neurology
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7674838/
https://ncbi.nlm.nih.gov/pubmed/33250847
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fneur.2020.576194
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