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On the limits of graph neural networks for the early diagnosis of Alzheimer’s disease

Alzheimer's disease (AD) is a neurodegenerative disease whose molecular mechanisms are activated several years before cognitive symptoms appear. Genotype-based prediction of the phenotype is thus a key challenge for the early diagnosis of AD. Machine learning techniques that have been proposed...

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Detalles Bibliográficos
Autores principales: Hernández-Lorenzo, Laura, Hoffmann, Markus, Scheibling, Evelyn, List, Markus, Matías-Guiu, Jordi A., Ayala, Jose L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9587223/
https://www.ncbi.nlm.nih.gov/pubmed/36271229
http://dx.doi.org/10.1038/s41598-022-21491-y