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

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

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

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Bibliographic Details
Main Authors: Yauhen Statsenko, Sarah Meribout, Tetiana Habuza, Taleb M. Almansoori, Klaus Neidl-Van Gorkom, Juri G. Gelovani, Milos Ljubisavljevic
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-02-01
Series:Frontiers in Aging Neuroscience
Subjects:
brain morphometry
structural-functional association
artificial intelligence
neurophysiological test
cognitive score
aging
Online Access:https://www.frontiersin.org/articles/10.3389/fnagi.2022.943566/full

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https://www.frontiersin.org/articles/10.3389/fnagi.2022.943566/full

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