Detecting Alzheimer's Disease Stages and Frontotemporal Dementia in Time Courses of Resting-State fMRI Data Using a Machine Learning Approach.

Early, accurate diagnosis of neurodegenerative dementia subtypes such as Alzheimer's disease (AD) and frontotemporal dementia (FTD) is crucial for the effectiveness of their treatments. However, distinguishing these conditions becomes challenging when symptoms overlap or the conditions present atypi...

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Detalles Bibliográficos
Publicado en:Journal of Digital Imaging Vol. 37; no. 6; pp. 2768 - 2784
Autores principales: Sadeghi, Mohammad Amin, Stevens, Daniel, Kundu, Shinjini, Sanghera, Rohan, Dagher, Richard, Yedavalli, Vivek, Jones, Craig, Sair, Haris, Luna, Licia P.
Formato: equations & formulas research tables/charts Journal Article
Publicado: Springer Nature Dec2024
Acceso en línea:Ver este registro en EBSCOhost