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Estimation of Human Cerebral Atrophy Based on Systemic Metabolic Status Using Machine Learning

BACKGROUND: Based on the assumption that systemic metabolic disorders affect cognitive function, we have developed a deep neural network (DNN) model that can estimate cognitive function based on basic blood test data that do not contain dementia-specific biomarkers. In this study, we used the same D...

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Detalles Bibliográficos
Autores principales: Sakatani, Kaoru, Oyama, Katsunori, Hu, Lizhen, Warisawa, Shin'ichi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9109818/
https://www.ncbi.nlm.nih.gov/pubmed/35585840
http://dx.doi.org/10.3389/fneur.2022.869915