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Integrating anatomical priors and clinical semantics for MRI-based diagnosis and care support in Alzheimer's disease

Alzheimer's disease (AD) is a progressive neurodegenerative disorder, and magnetic resonance imaging (MRI) has become an important tool for its auxiliary diagnosis because it can reveal key structural abnormalities, including hippocampal and parahippocampal atrophy, ventricular enlargement, temporal...

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Principais autores: Xin Huang, Meining Zhang, Fang Chen
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2026-07-01
Serier:Frontiers in Neuroscience
Fag:
Alzheimer's disease
anatomical priors
cross-modal alignment
diagnostic text
multimodal learning
structural MRI
Online adgang:https://www.frontiersin.org/articles/10.3389/fnins.2026.1852056/full
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