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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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Autori principali: Wolfgang eHuf, Klaudius eKalcher, Roland N Boubela, Georg eRath, Andreas eVecsei, Peter eFilzmoser, Ewald eMoser
Natura: Artigo
Lingua:Inglês
Pubblicazione: Frontiers Media S.A. 2014-07-01
Serie:Frontiers in Human Neuroscience
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Accesso online:http://journal.frontiersin.org/Journal/10.3389/fnhum.2014.00502/full
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