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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Veröffentlicht in:Hum Brain Mapp
Hauptverfasser: Popescu, Sebastian G., Whittington, Alex, Gunn, Roger N., Matthews, Paul M., Glocker, Ben, Sharp, David J, Cole, James H
Format: Artigo
Sprache:Inglês
Veröffentlicht: John Wiley & Sons, Inc. 2020
Schlagworte:
Research Articles
Online Zugang: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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