Patterns of structure-function association in normal aging and in Alzheimer's disease: Screening for mild cognitive impairment and dementia with ML regression and classification models

BACKGROUND: The combined analysis of imaging and functional modalities is supposed to improve diagnostics of neurodegenerative diseases with advanced data science techniques. OBJECTIVE: To get an insight into normal and accelerated brain aging by developing the machine learning models that predict i...

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Detalles Bibliográficos
Autores principales: Statsenko, Yauhen, Meribout, Sarah, Habuza, Tetiana, Almansoori, Taleb M., Gorkom, Klaus Neidl-Van, Gelovani, Juri G., Ljubisavljevic, Milos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Aging Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9995946/
https://www.ncbi.nlm.nih.gov/pubmed/36910862
http://dx.doi.org/10.3389/fnagi.2022.943566

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9995946/
https://www.ncbi.nlm.nih.gov/pubmed/36910862
http://dx.doi.org/10.3389/fnagi.2022.943566

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