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Title: Regional structural characterization of the brain of schizophrenia patients. Author: Yushkevich P, Dubb A, Xie Z, Gur R, Gur R, Gee J. Journal: Acad Radiol; 2005 Oct; 12(10):1250-61. PubMed ID: 16179202. Abstract: RATIONALE AND OBJECTIVES: We study morphologic characteristics and age-related changes in patients with schizophrenia to investigate whether abnormal neurodevelopment and brain structure have a role in the pathophysiological course of this disease. MATERIALS AND METHODS: Our data consist of a set of cranial magnetic resonance images of 46 patients with schizophrenia and age- and sex-matched healthy controls. We deformed a template brain image to our set of subject images. Jacobian fields of these deformations were reduced to sets of 52 normalized region volumes for each subject by using a neuroanatomic atlas. Normalized regional volumes of the control and patient groups were compared by using Student t-test, and age correlation of each region volume was calculated for the two groups. All results were corrected for multiple comparisons by using permutation testing. We used a classifier based on support vector machines and a feature selection method to determine our ability to discriminate brains of controls from those of patients. RESULTS: Analysis of normalized region volumes shows enlargement of the third ventricle in patients. The age-correlation study showed a significant positive correlation in the third ventricle and right thalamus of controls, but not patients. Using an average of 6.5 features, our classifier was able to correctly identify 72% of patients and 70% of controls. CONCLUSION: In addition to enlargement of the third ventricle, brains of patients with schizophrenia show a different pattern of age-related changes.[Abstract] [Full Text] [Related] [New Search]