Brain connectivity-informed regularization methods for regression

One of the challenging problems in brain imaging research is a principled incorporation of information from different imaging modalities. Frequently, each modality is analyzed separately using, for instance, dimensionality reduction techniques, which result in a loss of mutual information. We propos...

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Bibliografiske detaljer
Udgivet i:Stat Biosci
Main Authors: Karas, Marta, Brzyski, Damian, Dzemidzic, Mario, Goñi, Joaquín, Kareken, David A., Randolph, Timothy W., Harezlak, Jaroslaw
Format: Artigo
Sprog:Inglês
Udgivet: 2017
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Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6583926/
https://ncbi.nlm.nih.gov/pubmed/31217828
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s12561-017-9208-x
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