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...

Full description

Bibliographic Details
Main Authors: Huf, Wolfgang, Kalcher, Klaudius, Boubela, Roland N., Rath, Georg, Vecsei, Andreas, Filzmoser, Peter, Moser, Ewald
Format: Online
Language:English
Published: Frontiers Media S.A. 2014
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4114329/