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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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Podrobná bibliografie
Vydáno v:Hum Brain Mapp
Hlavní autoři: Popescu, Sebastian G., Whittington, Alex, Gunn, Roger N., Matthews, Paul M., Glocker, Ben, Sharp, David J, Cole, James H
Médium: Artigo
Jazyk:Inglês
Vydáno: John Wiley & Sons, Inc. 2020
Témata:
On-line přístup: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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