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Motor imagery of voluntary coughing: a functional MRI study using a support vector machine

Szameitat, André J. ; Raabe, Markus ; Müller, Hermann J. ; Greenlee, Mark W. ; Mourão-Miranda, Janaina


Investigating respiratory acts using motor imagery has the advantage that motion artifacts are much less likely to occur. To test whether motor imagery of voluntary coughing shows similar spatiotemporal activity patterns as compared to overt coughing, 12 participants underwent fMRI scanning performing both tasks. We analyzed the data using a pattern classifier, i.e. a support vector machine ...


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