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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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Détails bibliographiques
Publié dans:Hum Brain Mapp
Auteurs principaux: Popescu, Sebastian G., Whittington, Alex, Gunn, Roger N., Matthews, Paul M., Glocker, Ben, Sharp, David J, Cole, James H
Format: Artigo
Langue:Inglês
Publié: John Wiley & Sons, Inc. 2020
Sujets:
Accès en ligne: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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