Alzheimer’s Disease Classification Accuracy is Improved by MRI Harmonization based on Attention-Guided Generative Adversarial Networks

Alzheimer’s disease (AD) accounts for 60% of dementia cases worldwide; patients with the disease typically suffer from irreversible memory loss and progressive decline in multiple cognitive domains. With brain imaging techniques such as magnetic resonance imaging (MRI), microscopic brain changes are...

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Detalles Bibliográficos
Autores principales: Sinha, Surabhi, Thomopoulos, Sophia I., Lam, Pradeep, Muir, Alexandra, Thompson, Paul M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8952312/
https://www.ncbi.nlm.nih.gov/pubmed/35340753
http://dx.doi.org/10.1117/12.2606155

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8952312/
https://www.ncbi.nlm.nih.gov/pubmed/35340753
http://dx.doi.org/10.1117/12.2606155

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