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Three-round learning strategy based on 3D deep convolutional GANs for Alzheimer’s disease staging

Accurately diagnosing of Alzheimer's disease (AD) and its early stages is critical for prompt treatment or potential intervention to delay the the disease’s progression. Convolutional neural networks (CNNs) models have shown promising results in structural MRI (sMRI)-based diagnosis, but their...

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Detalles Bibliográficos
Autores principales: Kang, Wenjie, Lin, Lan, Sun, Shen, Wu, Shuicai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10081988/
https://www.ncbi.nlm.nih.gov/pubmed/37029214
http://dx.doi.org/10.1038/s41598-023-33055-9