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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Principais autores:	Yauhen Statsenko, Sarah Meribout, Tetiana Habuza, Taleb M. Almansoori, Klaus Neidl-Van Gorkom, Juri G. Gelovani, Milos Ljubisavljevic
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2023-02-01
Colecção:	Frontiers in Aging Neuroscience
Assuntos:	brain morphometry structural-functional association artificial intelligence neurophysiological test cognitive score aging
Acesso em linha:	https://www.frontiersin.org/articles/10.3389/fnagi.2022.943566/full
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