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On the generalizability of resting-state fMRI machine learning classifiers

Machine learning classifiers have become increasingly popular tools to generate single-subject inferences from fMRI data. With this transition from the traditional group level difference investigations to single-subject inference, the application of machine learning methods can be seen as a consider...

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Hlavní autoři: Huf, Wolfgang, Kalcher, Klaudius, Boubela, Roland N., Rath, Georg, Vecsei, Andreas, Filzmoser, Peter, Moser, Ewald
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2014
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4114329/
https://ncbi.nlm.nih.gov/pubmed/25120443
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnhum.2014.00502
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