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Using normative modelling to detect disease progression in mild cognitive impairment and Alzheimer’s disease in a cross-sectional multi-cohort study

Normative modelling is an emerging method for quantifying how individuals deviate from the healthy populational pattern. Several machine learning models have been implemented to develop normative models to investigate brain disorders, including regression, support vector machines and Gaussian proces...

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Detalles Bibliográficos
Autores principales: Pinaya, Walter H. L., Scarpazza, Cristina, Garcia-Dias, Rafael, Vieira, Sandra, Baecker, Lea, F da Costa, Pedro, Redolfi, Alberto, Frisoni, Giovanni B., Pievani, Michela, Calhoun, Vince D., Sato, João R., Mechelli, Andrea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8333350/
https://www.ncbi.nlm.nih.gov/pubmed/34344910
http://dx.doi.org/10.1038/s41598-021-95098-0