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Nonlinear biomarker interactions in conversion from mild cognitive impairment to Alzheimer's disease

Multiple biomarkers can capture different facets of Alzheimer's disease. However, statistical models of biomarkers to predict outcomes in Alzheimer's rarely model nonlinear interactions between these measures. Here, we used Gaussian Processes to address this, modelling nonlinear interactio...

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Detalhes bibliográficos
Publicado no:Hum Brain Mapp
Main Authors: Popescu, Sebastian G., Whittington, Alex, Gunn, Roger N., Matthews, Paul M., Glocker, Ben, Sharp, David J, Cole, James H
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley & Sons, Inc. 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7502835/
https://ncbi.nlm.nih.gov/pubmed/32643852
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/hbm.25133
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