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Early Detection of Alzheimer's Disease Based on Clinical Trials, Three-Dimensional Imaging Data, and Personal Information Using Autoencoders

BACKGROUND: A timely diagnosis of Alzheimer's disease (AD) is crucial to obtain more practical treatments. In this article, a novel approach using Auto-Encoder Neural Networks (AENN) for early detection of AD was proposed. METHOD: The proposed method mainly deals with the classification of mult...

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Detalles Bibliográficos
Autores principales: Akramifard, Hamid, Balafar, Mohammad Ali, Razavi, Seyed Naser, Ramli, Abd Rahman
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer - Medknow 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8253314/
https://www.ncbi.nlm.nih.gov/pubmed/34268100
http://dx.doi.org/10.4103/jmss.JMSS_11_20