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Predictive modelling using neuroimaging data in the presence of confounds

When training predictive models from neuroimaging data, we typically have available non-imaging variables such as age and gender that affect the imaging data but which we may be uninterested in from a clinical perspective. Such variables are commonly referred to as ‘confounds’. In this work, we firs...

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Detalhes bibliográficos
Publicado no:Neuroimage
Main Authors: Rao, Anil, Monteiro, Joao M., Mourao-Miranda, Janaina
Formato: Artigo
Idioma:Inglês
Publicado em: Academic Press 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5391990/
https://ncbi.nlm.nih.gov/pubmed/28143776
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2017.01.066
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