title: Comparison of different statistical analyses in visual stimulus fMRI.
abstract: The present study evaluated four different clinically relevant statistical approaches with respect to a response to a visual stimulus paradigm. Healthy volunteers were subjected to a visual stimulus consisting of a checkerboard black-and-white box car pattern with on-off blocks of 10s. Simultaneously, sensitivity encoding (SENSE) dynamic MR imaging was acquired using a 1.5 T MR system. Statistical analyses were conducted with z-cluster analysis, Student's t-test, Spearman's correlation, and time-series normalized cross-correlation. A figure-of-merit for neural activity was measured from calculated maps using pixel counting. The results demonstrated that the index of activity estimated from the number of "activated" pixels did not differ markedly among the four different statistical methods, except when comparing the cross-correlation statistics with z-clustering in the whole brain, implying that all methods lead to similar statistical information when using fMRI to map the activity of the visual cortex in response to a visual stimulus.
authors.affiliation: Imagerie Moléculaire et Fonctionnelle: de la Physiologie à la Thérapie, Université Victor Segalen Bordeaux 2, Bordeaux, France. michael@mr.au.dk
authors.forename: M
authors.initials: M
authors.lastname: Pedersen
authors.forename: F A
authors.initials: FA
authors.lastname: Barrios
mesh_terms: D000328:Adult; D001921:Brain / Q000502:physiology*; D001931:Brain Mapping / Q000379:methods*; D006801:Humans; D007091:Image Processing, Computer-Assisted; D008279:Magnetic Resonance Imaging / Q000379:methods*; D010775:Photic Stimulation; D013223:Statistics as Topic; D014793:Visual Cortex / Q000502:physiology*