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Evaluating SVM and MLDA in the extraction of discriminant regions for mental state prediction
(2009)
Pattern recognition methods have been successfully applied in several functional neuroimaging studies. These methods can be used to infer cognitive states, so-called brain decoding. Using such approaches, it is possible ...
A multivariate statistical analysis of the developing human brain in preterm infants
(2007)
Preterm delivery accounts for 5% of all deliveries and its consequences contribute to significant individual, medical, and social problems. The neuroanatomical substrates of these disorders are not known, but are essential ...
Multivariate statistical differences of MRI samples of the human brain
(2007)
Multivariate statistical discrimination methods are suitable not only for classification but also for characterization of differences between a reference group of patterns and the population under investigation. In the ...
Multivariate gene expression analysis reveals functional connectivity changes between normal/tumoral prostates
(2008)
Background: Prostate cancer is a leading cause of death in the male population, therefore, a comprehensive study about the genes and the molecular networks involved in the tumoral prostate process becomes necessary. In ...