Early Detection of Alzheimer’s Disease Using Magnetic Resonance Imaging: A Novel Approach Combining Convolutional Neural Networks and Ensemble Learning

Early detection is critical for effective management of Alzheimer’s disease (AD) and screening for mild cognitive impairment (MCI) is common practice. Among several deep-learning techniques that have been applied to assessing structural brain changes on magnetic resonance imaging (MRI), convolutiona...

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Detalles Bibliográficos
Autores principales: Pan, Dan, Zeng, An, Jia, Longfei, Huang, Yin, Frizzell, Tory, Song, Xiaowei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7238823/
https://www.ncbi.nlm.nih.gov/pubmed/32477040
http://dx.doi.org/10.3389/fnins.2020.00259

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7238823/
https://www.ncbi.nlm.nih.gov/pubmed/32477040
http://dx.doi.org/10.3389/fnins.2020.00259

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