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Identifying the regional substrates predictive of Alzheimer's disease progression through a convolutional neural network model and occlusion

Progressive brain atrophy is a key neuropathological hallmark of Alzheimer's disease (AD) dementia. However, atrophy patterns along the progression of AD dementia are diffuse and variable and are often missed by univariate methods. Consequently, identifying the major regional atrophy patterns u...

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Detalles Bibliográficos
Autores principales: Kwak, Kichang, Stanford, William, Dayan, Eran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9704798/
https://www.ncbi.nlm.nih.gov/pubmed/35904092
http://dx.doi.org/10.1002/hbm.26026