Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
4934940 | Schizophrenia Research | 2017 | 8 Pages |
Abstract
Random Forests discriminated SCZ from HC (accuracy = 81%) and SIB from HC (accuracy = 75%). Left anteromedial thalamic volumes were significantly associated with both multivariate classifications (p < 0.05). Excluding HC misclassified as SCZ improved greatly HC vs. SIB classification (Cohen's d = 1.39). These findings suggest that multivariate statistics identify a familial background associated with thalamic GMV reduction in SCZ. They also suggest the relevance of inter-individual variability of GMV patterns for the discrimination of individuals at familial risk for the disorder.
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Authors
Giulio Pergola, Silvestro Trizio, Pasquale Di Carlo, Paolo Taurisano, Marina Mancini, Nicola Amoroso, Maria Antonietta Nettis, Ileana Andriola, Grazia Caforio, Teresa Popolizio, Antonio Rampino, Annabella Di Giorgio, Alessandro Bertolino, Giuseppe Blasi,