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Comparing a pre-defined versus deep learning approach for extracting brain atrophy patterns to predict cognitive decline due to Alzheimer’s disease in patients with mild cognitive symptoms

BACKGROUND: Predicting future Alzheimer’s disease (AD)-related cognitive decline among individuals with subjective cognitive decline (SCD) or mild cognitive impairment (MCI) is an important task for healthcare. Structural brain imaging as measured by magnetic resonance imaging (MRI) could potentiall...

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Detalles Bibliográficos
Autores principales: Arvidsson, Ida, Strandberg, Olof, Palmqvist, Sebastian, Stomrud, Erik, Cullen, Nicholas, Janelidze, Shorena, Tideman, Pontus, Heyden, Anders, Åström, Karl, Hansson, Oskar, Mattsson-Carlgren, Niklas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Journal Experts 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10659533/
https://www.ncbi.nlm.nih.gov/pubmed/37986841
http://dx.doi.org/10.21203/rs.3.rs-3569391/v1